{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"f90b913b69a8","filters":{"venue":"Pakistan Journal Of Neurological Surgery"}},"results":[{"id":"W3187850178","doi":"10.36552/pjns.v25i2.540","title":"Emergency Department Outcome of Patients with Traumatic Brain Injury – A Retrospective Study from Pakistan.","year":2021,"lang":"en","type":"article","venue":"Pakistan Journal Of Neurological Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Medicine; Emergency department; Accidental; Traumatic brain injury; Retrospective cohort study; Emergency medicine; Head injury; Mortality rate; Injury prevention; Glasgow Coma Scale; Poison control; Medical record; Pediatrics; Surgery; Psychiatry","authors":[{"name":"Úzair Yaqoob","is_ca":false},{"name":"Farrukh Javeed","is_ca":false},{"name":"Lal Rehman","is_ca":false},{"name":"Mashika Pahwani","is_ca":false},{"name":"Sara Madni","is_ca":true},{"name":"Muhammad Muizz Uddin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04288994931754902,"gpt":0.3307924036198768,"spread":0.2879024543023278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005321002,0.0002865315,0.001339179,0.0001353334,0.00008477729,0.00001063625,0.0001139873,0.00007545937,0.0009115551],"category_scores_gemma":[0.0008717108,0.0001830742,0.0004927824,0.0004762302,0.00009636881,0.00008980087,0.00006026958,0.0004423044,0.000003615422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006541084,"about_ca_system_score_gemma":0.00009203459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001537627,"about_ca_topic_score_gemma":0.000044147,"domain_scores_codex":[0.9962442,0.0003828891,0.001754636,0.0003451843,0.0009419066,0.0003311758],"domain_scores_gemma":[0.9972932,0.0004252066,0.0007672473,0.0003110096,0.0009705455,0.0002327405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002535205,0.002814695,0.9888674,0.00004712017,0.0005720392,0.001400213,0.000475366,0.000002216595,0.00009799314,0.0000136974,0.001468612,0.001705448],"study_design_scores_gemma":[0.001273935,0.004051995,0.9925281,0.00004905493,0.0003643408,0.00002559591,0.0007595753,9.635177e-7,0.00004493983,0.0002081612,0.0005281579,0.0001651602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972413,0.0006589481,0.00006519538,0.0006335183,0.0007338938,0.0002909112,0.0001099113,0.00002007957,0.0002462233],"genre_scores_gemma":[0.9992875,0.0001163561,0.0001328316,0.0002573273,0.0001225713,0.000008406299,0.00001660656,0.00002477048,0.00003355859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003660725,"threshold_uncertainty_score":0.9980889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091084424","doi":"10.36552/pjns.v24i3.469","title":"Cerebrospinal Fluid Leak after Repair of Congenital Spinal Pathologies, Incidence and Management","year":2020,"lang":"en","type":"article","venue":"Pakistan Journal Of Neurological Surgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Leak; Surgery; Hydrocephalus; Complication; Spina bifida; Cerebrospinal fluid; Cerebrospinal fluid leak; Spinal cord; Internal medicine","authors":[{"name":"Bilal Khan","is_ca":false},{"name":"Usman Haqqani","is_ca":true},{"name":"Rizwan Ullah Khattak","is_ca":false},{"name":"Shafaat Hussain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0359888959641517,"gpt":0.2993944632838291,"spread":0.2634055673196773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007012081,0.0001877495,0.0009133386,0.0001015366,0.00003499562,0.00001116138,0.0001040694,0.0001399285,0.0002330731],"category_scores_gemma":[0.0007022275,0.0001282361,0.0004000992,0.0002202234,0.0003521945,0.00009156699,0.0001376959,0.000470017,0.000007590696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000187105,"about_ca_system_score_gemma":0.00007374654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001118304,"about_ca_topic_score_gemma":6.17479e-7,"domain_scores_codex":[0.9977285,0.0002410854,0.001028469,0.0002830865,0.0004032544,0.0003156676],"domain_scores_gemma":[0.9984175,0.0004700038,0.0003394052,0.0001368762,0.0001790871,0.0004571285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02229881,0.000460158,0.9009545,0.0004708356,0.0001698924,0.05940869,0.00006990327,0.000003488228,0.003879532,0.0002734231,0.001404674,0.01060603],"study_design_scores_gemma":[0.0008323966,0.008469406,0.9738677,0.00009971545,0.0001550382,0.002911298,0.00004259839,0.00004235681,0.0001300752,0.0001002163,0.01321762,0.0001316032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932608,0.001989356,0.0001082424,0.003921282,0.000169055,0.00013736,0.000005788172,0.00003567411,0.0003724395],"genre_scores_gemma":[0.9941418,0.001140263,0.0006318372,0.003853779,0.0001983415,0.000004244192,8.956257e-7,0.000011794,0.00001703257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0729131,"threshold_uncertainty_score":0.5229316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4303969026","doi":"10.36552/pjns.v26i3.772","title":"Cerebellopontine Angle (CPA) Tumors Presenting with Trigeminal Neuralgia (TN): A Study from LRH, Peshawar","year":2022,"lang":"en","type":"article","venue":"Pakistan Journal Of Neurological Surgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Cerebellopontine angle; Trigeminal neuralgia; Medicine; Trigeminal nerve; Neurosurgery; Neuralgia; Magnetic resonance imaging; Radiology; Surgery; Anesthesia; Neuropathic pain","authors":[{"name":"Farooq Azam","is_ca":false},{"name":"Hamayun Tahir","is_ca":true},{"name":"Adnan Khaliq","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02941719311092666,"gpt":0.2771677422786958,"spread":0.2477505491677691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007820125,0.0002840245,0.0009534363,0.0002575983,0.0002853024,0.00005721119,0.0002076999,0.00003937262,0.001215079],"category_scores_gemma":[0.000289006,0.0001821811,0.0003910946,0.000503155,0.00007828654,0.00009508096,0.0001675942,0.0007667863,0.000005415382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006300455,"about_ca_system_score_gemma":0.0001144781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005164753,"about_ca_topic_score_gemma":0.000005904263,"domain_scores_codex":[0.9966354,0.0005593743,0.0009314219,0.0004004801,0.001027982,0.0004453804],"domain_scores_gemma":[0.9971471,0.001300506,0.0007239218,0.000304134,0.0001807108,0.0003436421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003376304,0.004138103,0.9331589,0.00001081663,0.000234431,0.05565387,0.0001762081,0.00008687028,0.0005091144,0.000005716022,0.001748955,0.0009006953],"study_design_scores_gemma":[0.002914001,0.006811644,0.9816425,0.00003119195,0.0004468191,0.003868161,0.0006658725,0.00009069101,0.0002229727,0.0000696067,0.003041519,0.0001949654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99676,0.0005931655,0.000008182688,0.001776103,0.0002668133,0.000391548,0.00002685982,0.00003803138,0.000139305],"genre_scores_gemma":[0.9989604,0.00002198111,0.0001277273,0.0005036672,0.000251278,0.00003668551,0.00001468895,0.0000341638,0.00004936082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05178571,"threshold_uncertainty_score":0.9996979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117873417","doi":"10.36552/pjns.v29i3.1133","title":"Cognitive and Neuropsychiatric Sequelae in Postpartum Women with Preeclampsia: A Prospective Cohort Study","year":2025,"lang":"","type":"article","venue":"Pakistan Journal Of Neurological Surgery","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Edinburgh Postnatal Depression Scale; Prospective cohort study; Anxiety; Mood; Hospital Anxiety and Depression Scale; Depression (economics); Cognition; Cohort study; Cohort","authors":[{"name":"Sadia Ahmad","is_ca":false},{"name":"Mehrunnisa Syed","is_ca":false},{"name":"Surayya Israr","is_ca":false},{"name":"Maria Islam","is_ca":false},{"name":"Nihat Bali","is_ca":false},{"name":"Hassan Noman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01521846240865026,"gpt":0.2814125575925478,"spread":0.2661940951838975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003148133,0.0007128617,0.002572279,0.0009325957,0.0002781129,0.0001138619,0.0002408867,0.0002506639,0.0000866656],"category_scores_gemma":[0.002097522,0.0004955173,0.0002390026,0.001899454,0.0007662696,0.000292472,0.0002630091,0.002408845,0.000003316648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732436,"about_ca_system_score_gemma":0.0007072064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001127668,"about_ca_topic_score_gemma":0.00002718217,"domain_scores_codex":[0.9931569,0.001979351,0.002044584,0.0009512816,0.000822254,0.001045649],"domain_scores_gemma":[0.9925408,0.004966422,0.001066329,0.0003352762,0.000656804,0.000434384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03320197,0.003165519,0.9457563,0.0003029392,0.001419793,0.01127181,0.002175617,0.000006383681,0.00001064382,0.00006124035,0.00009266315,0.002535154],"study_design_scores_gemma":[0.005370852,0.01474099,0.9715994,0.001492205,0.00105716,0.000963137,0.003313025,0.00001583827,0.000005598924,0.0009831961,0.00008580011,0.0003728005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783998,0.01456517,0.00005833528,0.00158746,0.000831776,0.002462117,0.0000192519,0.00002891091,0.002047226],"genre_scores_gemma":[0.9937722,0.004541684,0.0000207329,0.001184461,0.0001881779,0.0001434196,0.00000109835,0.0000365694,0.0001116362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02783112,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4396762066","doi":"10.36552/pjns.v27i2.873","title":"Stuttering As a Disability in Pakistan; Policies and Its Implementation","year":2023,"lang":"en","type":"article","venue":"Pakistan Journal Of Neurological Surgery","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Stuttering; Psychology; Audiology; Political science; Medicine; Developmental psychology","authors":[{"name":"Aqsa Malik","is_ca":false},{"name":"Romana Pervez","is_ca":true},{"name":"Gul Nayab","is_ca":true},{"name":"Nusrat Naseem","is_ca":false},{"name":"Zaish Awan","is_ca":true},{"name":"Aqeel Ahmed","is_ca":false},{"name":"Shoukat Hayat","is_ca":false},{"name":"Muhammad Ibrar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08577395217075302,"gpt":0.4534591736801559,"spread":0.3676852215094029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154365,0.0001304537,0.0003214452,0.0001930573,0.00006594114,0.00005063463,0.0001028916,0.00005094611,0.0005613012],"category_scores_gemma":[0.0001589829,0.00009692854,0.0001136919,0.0003826774,0.00009793353,0.00009001921,0.00008223022,0.0002459474,0.00004812585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004139921,"about_ca_system_score_gemma":0.00002476629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008949898,"about_ca_topic_score_gemma":0.00002564762,"domain_scores_codex":[0.9980751,0.0003723159,0.0006062596,0.0002146988,0.0002738377,0.0004577409],"domain_scores_gemma":[0.9980423,0.001458376,0.000163353,0.0001188806,0.00004691817,0.0001701007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007044998,0.000204159,0.9701793,0.00001905031,0.0000501404,0.003044175,0.0006654701,0.000005274186,0.000577065,0.0007307101,0.0004435115,0.02337665],"study_design_scores_gemma":[0.0005115258,0.0005664841,0.9955711,0.00001105126,0.000007630424,0.0002186601,0.0005971908,0.000005486805,0.00005791393,0.001405077,0.0009687627,0.00007909009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960101,0.00032231,0.000003389914,0.003033786,0.0002475961,0.0001305214,0.00001278871,0.00002857783,0.0002108922],"genre_scores_gemma":[0.9993531,0.0001671444,0.000005760778,0.0003134761,0.00008129012,0.00001781706,0.000002730511,0.00001040207,0.00004830202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02539184,"threshold_uncertainty_score":0.6145855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318406760","doi":"10.36552/pjns.v26i4.816","title":"Emerging Challenges in the Management of Initial Traumatic Brain Injury: A Prospective Study from a Developing Country","year":2023,"lang":"en","type":"article","venue":"Pakistan Journal Of Neurological Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Traumatic brain injury; Health care; Emergency medicine; Emergency department; Presentation (obstetrics); Prospective cohort study; Surgery; Nursing; Psychiatry","authors":[{"name":"Usman Haqqani","is_ca":true},{"name":"Bilal Khan","is_ca":false},{"name":"Ali Shahjehan","is_ca":false},{"name":"Sajjad Ullah","is_ca":false},{"name":"Shafaat Hussain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1323782785019688,"gpt":0.3932275695959239,"spread":0.2608492910939551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001643217,0.0001557268,0.000621928,0.0002300302,0.00006472231,0.00001001879,0.0001467447,0.00004300042,0.00002824666],"category_scores_gemma":[0.0002482047,0.00009284636,0.0001675164,0.0006558408,0.00006888416,0.00005637833,0.00005902741,0.0003481524,0.000002777426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002862264,"about_ca_system_score_gemma":0.00004135794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001190752,"about_ca_topic_score_gemma":0.00002446787,"domain_scores_codex":[0.9977753,0.0003302378,0.0008750602,0.0001919506,0.0005686204,0.0002587938],"domain_scores_gemma":[0.9984147,0.001004555,0.0002764746,0.0001460584,0.0001112468,0.00004695378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004301426,0.001870559,0.8309591,0.0006712012,0.001612906,0.01735755,0.03174056,0.00002674135,0.0001233987,0.00115409,0.00162772,0.1085547],"study_design_scores_gemma":[0.0006092156,0.0008838521,0.9706913,0.000232892,0.0001104341,0.00004532071,0.02554075,0.000007257147,0.000007362327,0.001210935,0.0005741054,0.00008658731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924123,0.00109724,0.00001530527,0.005140184,0.0003336066,0.0003316715,0.000006334113,0.00002198976,0.0006413816],"genre_scores_gemma":[0.9978365,0.001660591,0.00005114371,0.0002870797,0.0001267729,0.00002204521,0.000001686324,0.00001114792,0.000002973774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1397322,"threshold_uncertainty_score":0.3786165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117930547","doi":"10.36552/pjns.v29i4.1186","title":"Cognitive Dysfunction in Type 2 Diabetes Mellitus: Correlation with Glycemic Control","year":2025,"lang":"","type":"article","venue":"Pakistan Journal Of Neurological Surgery","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Glycemic; Cognition; Type 2 diabetes; Observational study; Diabetes mellitus; Neurology; Prospective cohort study; Type 2 Diabetes Mellitus","authors":[{"name":"Zakirullah Khan","is_ca":false},{"name":"Dur-e-Sameen","is_ca":false},{"name":"Zarmina Gohar","is_ca":false},{"name":"Muhammad Ishaq","is_ca":false},{"name":"Rahman Rasheed","is_ca":false},{"name":"Asad Malik","is_ca":false},{"name":"Ismail Sheikh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01652902647312952,"gpt":0.2949432045057561,"spread":0.2784141780326265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002463753,0.0003738338,0.001184924,0.0009743552,0.0001270232,0.0001009759,0.0001399122,0.0002647185,0.0009509797],"category_scores_gemma":[0.003028071,0.0002645171,0.0003219274,0.001541407,0.0004260197,0.0002941126,0.00004631971,0.001606554,0.00003842461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136646,"about_ca_system_score_gemma":0.0007667085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004247519,"about_ca_topic_score_gemma":0.000003410537,"domain_scores_codex":[0.9950073,0.00129851,0.001544598,0.0004442873,0.0009086307,0.0007966305],"domain_scores_gemma":[0.9909016,0.006294564,0.0007439478,0.0001505416,0.001597832,0.0003115424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06473387,0.001125848,0.8884453,0.0001643858,0.0004589485,0.001949811,0.00004209129,0.00006093157,0.0003800188,0.00004676056,0.000291985,0.04230008],"study_design_scores_gemma":[0.009627152,0.0120724,0.9715964,0.001968759,0.0009214295,0.000113816,0.0003205458,0.001426712,0.0002074068,0.000432398,0.001073851,0.0002392028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815049,0.00987983,0.003384174,0.001987795,0.001367365,0.0006332736,0.0000111932,0.00001515008,0.001216346],"genre_scores_gemma":[0.9943074,0.003028078,0.00001020109,0.002200366,0.0002201388,0.00001291415,0.00001380038,0.00002089041,0.0001862378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08315106,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997630322","doi":"10.36552/pjns.v23i4.387","title":"Consequences of Streptococcal Pneumoniae Meningitis When it Remains Undiagnosed – Suggested Model of Investigational Process","year":2019,"lang":"en","type":"article","venue":"Pakistan Journal Of Neurological Surgery","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Meningitis; Medicine; Streptococcus pneumoniae; Bacterial meningitis; Lumbar puncture; Culprit; Rash; Pediatrics; Dermatology; Internal medicine; Biology; Microbiology; Antibiotics","authors":[{"name":"Samar Abbas Jaffri","is_ca":false},{"name":"Syeda Rida E Zehra","is_ca":false},{"name":"Sadia Sultan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03750333814995813,"gpt":0.2794562640038318,"spread":0.2419529258538737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005818053,0.0001525649,0.0006470907,0.0001762079,0.00005085679,0.00001144065,0.0001808921,0.0002015183,0.0008107549],"category_scores_gemma":[0.0005542422,0.000111978,0.0002331354,0.0001561375,0.0003762863,0.0001474201,0.00003402753,0.0003175587,0.000008408132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001108961,"about_ca_system_score_gemma":0.000252981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000136683,"about_ca_topic_score_gemma":0.000005919556,"domain_scores_codex":[0.9981824,0.0003239228,0.001040582,0.0001723402,0.00006529364,0.0002154242],"domain_scores_gemma":[0.9970133,0.001367222,0.0009958731,0.000132035,0.0004430387,0.0000485194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003512873,0.0001724169,0.3344304,0.0000409639,0.00008718384,0.000009439937,0.00008087746,0.0006179003,0.6631148,0.000543591,0.0004168864,0.0001342119],"study_design_scores_gemma":[0.004054732,0.005872693,0.4428515,0.0007123324,0.0003255235,0.002133546,0.0004997749,0.0003923044,0.5152316,0.02373512,0.003261311,0.0009295174],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980633,0.0001621273,0.0000465386,0.0009216348,0.0004813713,0.0001305878,0.00006589547,0.00001230923,0.0001162912],"genre_scores_gemma":[0.9996569,0.00006336837,0.00006515824,0.00009553594,0.00003057443,0.000004141349,0.00001538165,0.000008696169,0.00006023209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1478833,"threshold_uncertainty_score":0.8877198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2925425727","doi":"","title":"Diathermy Stimulation to Avoid Nerve Injuries during Trans-pedicular Screw Placement in Dorso-lumbar Spine","year":2012,"lang":"en","type":"article","venue":"Pakistan Journal Of Neurological Surgery","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lions Gate Hospital","funders":"","keywords":"Diathermy; Medicine; Surgery; Neurosurgery; Lumbar","authors":[{"name":"Liaqat Mahmood Awan","is_ca":true},{"name":"Mukhtar Ahmed","is_ca":false},{"name":"Azam Niaz","is_ca":false},{"name":"Anjum Habib Vohra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02992366135784573,"gpt":0.3116009492063412,"spread":0.2816772878484955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015474,0.0002037312,0.0006826549,0.0003440237,0.00004690892,0.00001580108,0.00009604211,0.0001264339,0.0005770907],"category_scores_gemma":[0.000521116,0.0001462477,0.0003379975,0.0002702332,0.00006182605,0.0002224662,0.00003943427,0.0004698179,0.00002001435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005456091,"about_ca_system_score_gemma":0.00003696447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003984265,"about_ca_topic_score_gemma":0.000002086785,"domain_scores_codex":[0.9977053,0.0002584308,0.0009897683,0.0001877937,0.0003696165,0.0004891021],"domain_scores_gemma":[0.9990392,0.00005883704,0.00024205,0.000155007,0.00009905612,0.0004058006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001486949,0.001047529,0.9008586,0.0001555986,0.00007075418,0.002507437,0.0004270963,0.0002775761,0.09034582,0.00009682107,0.0007807938,0.001944994],"study_design_scores_gemma":[0.0009131286,0.001367248,0.9943323,0.0001440359,0.00005823652,0.000547007,0.00005099935,0.00002930008,0.001813323,0.00003504789,0.0005677851,0.0001415746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957087,0.00101219,0.0005631175,0.001964057,0.0003859938,0.0002001521,0.000003724328,0.00002087741,0.0001412075],"genre_scores_gemma":[0.9976025,0.000109719,0.0002586186,0.001490851,0.0004634175,0.000007787971,0.000005081844,0.0000200013,0.0000420027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09347369,"threshold_uncertainty_score":0.6318738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}