{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"8c5ada6bb3cb","filters":{"venue":"Advances in Bioscience and Clinical Medicine"}},"results":[{"id":"W2589674379","doi":"10.7575/aiac.abcmed.ca1.22","title":"Enhancement Of Motor Recovery Through Left Dorsolateral Prefrontal Cortex Stimulation After Acute Ischemic Stroke","year":2017,"lang":"en","type":"article","venue":"Advances in Bioscience and Clinical Medicine","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Hospital; Western University","funders":"","keywords":"Stimulation; Medicine; Dorsolateral prefrontal cortex; Stroke (engine); Transcranial direct-current stimulation; Primary motor cortex; Motor cortex; Brain stimulation; Physical medicine and rehabilitation; Randomized controlled trial; Transcranial magnetic stimulation; Stroke recovery; Prefrontal cortex; Physical therapy; Anesthesia; Internal medicine; Rehabilitation; Cognition; Psychiatry","authors":[{"name":"Shahram Oveisgharan","is_ca":false},{"name":"Hosein Organji","is_ca":false},{"name":"Asgar Ghorbani","is_ca":false},{"name":"Vladimir Hachinski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03728714373068754,"gpt":0.3889854888689523,"spread":0.3516983451382648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003194731,0.0001567274,0.0003918803,0.00005232837,0.0001756811,0.00002124406,0.0003351323,0.00006877114,0.000103437],"category_scores_gemma":[0.001310191,0.0001145827,0.00005411275,0.00007655804,0.002113537,0.0009743059,0.000121329,0.0001572855,0.000005128545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001666582,"about_ca_system_score_gemma":0.00002135934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000360269,"about_ca_topic_score_gemma":0.00005445574,"domain_scores_codex":[0.9980358,0.00005518228,0.0007055551,0.000566136,0.0003891029,0.0002481916],"domain_scores_gemma":[0.9985785,0.0006141412,0.0003353589,0.0003595059,0.00004188892,0.00007060217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001372875,0.0002025095,0.1617481,0.0000428243,0.000009179304,0.00001875906,0.000475636,0.00001060955,0.7993293,0.000111966,0.00001779361,0.0366604],"study_design_scores_gemma":[0.002651089,0.002569216,0.9795465,0.0002650977,0.00004529101,0.000005087817,0.00005999657,0.001013936,0.01120496,0.0009368493,0.001521308,0.0001806649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929735,0.0007435045,0.00179043,0.0006840975,0.00115503,0.000321366,0.00002284136,0.000013877,0.002295369],"genre_scores_gemma":[0.9899727,0.00795892,0.001089187,0.0005218437,0.0001094997,0.00001134097,7.376274e-7,0.000005933653,0.0003298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8177984,"threshold_uncertainty_score":0.7787415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224251231","doi":"10.7575/aiac.abcmed.v.10n.1p.7","title":"Outcome and Complications of Rectal Tube Placement in Intestinal Obstruction Due to Sigmoid Volvulus","year":2022,"lang":"en","type":"article","venue":"Advances in Bioscience and Clinical Medicine","topic":"Intestinal Malrotation and Obstruction Disorders","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":"Western University","funders":"","keywords":"Medicine; Surgery; Volvulus; Sigmoid colon; Transverse colon; Colorectal surgery; Emergency surgery; Cecum; Rectum; Abdominal surgery; Internal medicine","authors":[{"name":"Changiz Gholipouri","is_ca":false},{"name":"Hassan Soleimanpour","is_ca":false},{"name":"Sahar Rafraf","is_ca":false},{"name":"Neda Gilani","is_ca":false},{"name":"Saina Gholipouri","is_ca":true},{"name":"Kavous Shahsavarinia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0415256636506444,"gpt":0.4060155046475942,"spread":0.3644898409969498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006805925,0.00008293501,0.0002848571,0.0002275997,0.00007852868,0.000002634758,0.0000771562,0.000021576,0.00009733291],"category_scores_gemma":[0.00210432,0.00006910127,0.0000190197,0.0006881247,0.0005518612,0.00009202789,0.00008079512,0.0002584586,0.000001037065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004663428,"about_ca_system_score_gemma":0.00003307218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006146119,"about_ca_topic_score_gemma":0.0001109065,"domain_scores_codex":[0.998554,0.0000635876,0.0006855456,0.0003072926,0.0002513096,0.0001382902],"domain_scores_gemma":[0.999185,0.0004068487,0.0001168687,0.0001156199,0.00005951241,0.0001161807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002379325,0.0001543795,0.9377604,0.00004039338,0.000001712055,0.00001090068,0.0002726715,0.0001049319,0.000821084,0.001510057,0.00002394085,0.05906163],"study_design_scores_gemma":[0.001793044,0.002260513,0.9857069,0.0001509642,0.00001228911,0.0001992018,0.005230449,0.001426009,0.00004068389,0.0008621665,0.002233336,0.00008443954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907632,0.0004839505,0.000644153,0.006229091,0.000384259,0.0003470445,0.000002879028,0.00001288346,0.001132563],"genre_scores_gemma":[0.9955227,0.0002223492,0.00253344,0.001583673,0.00002897714,0.00003988741,0.000003847527,0.000003846086,0.00006127491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05897719,"threshold_uncertainty_score":0.2817868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591005459","doi":"10.7575/aiac.abcmed.ca1.5","title":"Initial Administration Of TPA For Ischemic Stroke In Atieh Hospital","year":2017,"lang":"en","type":"article","venue":"Advances in Bioscience and Clinical Medicine","topic":"Acute Ischemic Stroke Management","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":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Penumbra; Tissue plasminogen activator; Thrombolysis; Stroke (engine); Ischemic stroke; Perfusion; T-plasminogen activator; Infarction; Fibrinolytic agent; Anesthesia; Ischemia; Cardiology; Internal medicine; Myocardial infarction","authors":[{"name":"Majid Sabahi","is_ca":true},{"name":"S Ghazvinian","is_ca":false},{"name":"Mohammadali Hamiditabar","is_ca":false},{"name":"Saeid Bayat","is_ca":false},{"name":"NadiaAmalia Hakim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03733826659012048,"gpt":0.4445031854494288,"spread":0.4071649188593083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007938202,0.0001055036,0.000407942,0.00008663427,0.00005148463,0.000006676015,0.0002234921,0.00007990179,0.00001328602],"category_scores_gemma":[0.003562438,0.0000790922,0.00004320817,0.00008475856,0.001324221,0.0002966086,0.00008381046,0.0001617909,7.119604e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002041181,"about_ca_system_score_gemma":0.00006095266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001916347,"about_ca_topic_score_gemma":0.00005751033,"domain_scores_codex":[0.9985401,0.00001329645,0.0006584169,0.0003479824,0.0002404777,0.0001997087],"domain_scores_gemma":[0.9988809,0.0003250384,0.0003175739,0.0003312742,0.00005418286,0.00009108742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007737571,0.0004295487,0.8291209,0.0002142571,0.00001388507,0.00004286233,0.0001738119,3.820738e-7,0.003385859,0.0004662986,0.001040283,0.1643382],"study_design_scores_gemma":[0.01271356,0.009581024,0.9289804,0.001508977,0.0001117966,0.00001449787,0.001601469,0.0008707573,0.007423026,0.0004783379,0.03644915,0.000267023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787828,0.000714945,0.0005458466,0.006395442,0.0006087401,0.0005460794,0.000009418137,0.000007389506,0.01238933],"genre_scores_gemma":[0.9946192,0.002254594,0.002253463,0.0004146447,0.0002398461,0.00002365754,0.000006500328,0.000005058387,0.000183051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1640712,"threshold_uncertainty_score":0.4879148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4235324743","doi":"10.7575/aiac.abcmed.ca1.44","title":"Current Canadian And American Experiences In The Treatment Of Acute Ischemic Stroke","year":2017,"lang":"en","type":"article","venue":"Advances in Bioscience and Clinical Medicine","topic":"Acute Ischemic Stroke Management","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":"Medicine; Thrombolysis; Stroke (engine); Revascularization; Randomized controlled trial; Acute stroke; Clinical trial; Occlusion; Endovascular treatment; Intensive care medicine; Emergency medicine; Internal medicine; Tissue plasminogen activator; Surgery; Myocardial infarction","authors":[{"name":"Parviz Dolati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03675854572393807,"gpt":0.4232008324107453,"spread":0.3864422866868072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004533542,0.0001180765,0.0003979962,0.0001107,0.00009495355,0.00001063573,0.0002637185,0.000027677,0.000009258894],"category_scores_gemma":[0.000320222,0.00006294076,0.00002883064,0.0001466843,0.003409127,0.0001446066,0.00003891729,0.0001201853,5.234093e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003977024,"about_ca_system_score_gemma":0.00006196557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005809005,"about_ca_topic_score_gemma":0.01010701,"domain_scores_codex":[0.9987652,0.0000285243,0.0003932974,0.0003380628,0.0002287517,0.0002461698],"domain_scores_gemma":[0.9990253,0.0002088313,0.0001897464,0.0003908579,0.00001921152,0.0001660146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004137192,0.0001062988,0.6841543,0.00001100296,0.000008856256,0.00003234923,0.002028569,3.305103e-8,0.0001197599,0.00002976253,0.0001861542,0.3132816],"study_design_scores_gemma":[0.002377037,0.003228175,0.8234223,0.0002912242,0.0001018714,0.00001870777,0.015867,0.0001215465,0.0002225285,0.0000249079,0.1542129,0.0001117684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823288,0.00517243,0.000008135706,0.007795892,0.0002678321,0.0002874598,0.00000487873,0.000003068577,0.004131474],"genre_scores_gemma":[0.9218742,0.07723865,0.0002078021,0.0004965693,0.00009561565,0.0000311759,0.000001564827,0.00000264962,0.00005172495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3131698,"threshold_uncertainty_score":0.999303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2590832019","doi":"10.7575/aiac.abcmed.ca1.74","title":"Current Canadian And American Experiences In The Treatment Of Acute Ischemic Stroke","year":2017,"lang":"en","type":"article","venue":"Advances in Bioscience and Clinical Medicine","topic":"Acute Ischemic Stroke Management","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":"Medicine; Thrombolysis; Stroke (engine); Revascularization; Randomized controlled trial; Clinical trial; Acute stroke; Occlusion; Endovascular treatment; Intensive care medicine; Internal medicine; Emergency medicine; Tissue plasminogen activator; Surgery; Myocardial infarction","authors":[{"name":"Parviz Dolati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03675854572393807,"gpt":0.4232008324107453,"spread":0.3864422866868072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004533542,0.0001180765,0.0003979962,0.0001107,0.00009495355,0.00001063573,0.0002637185,0.000027677,0.000009258894],"category_scores_gemma":[0.000320222,0.00006294076,0.00002883064,0.0001466843,0.003409127,0.0001446066,0.00003891729,0.0001201853,5.234093e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003977024,"about_ca_system_score_gemma":0.00006196557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005809005,"about_ca_topic_score_gemma":0.01010701,"domain_scores_codex":[0.9987652,0.0000285243,0.0003932974,0.0003380628,0.0002287517,0.0002461698],"domain_scores_gemma":[0.9990253,0.0002088313,0.0001897464,0.0003908579,0.00001921152,0.0001660146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004137192,0.0001062988,0.6841543,0.00001100296,0.000008856256,0.00003234923,0.002028569,3.305103e-8,0.0001197599,0.00002976253,0.0001861542,0.3132816],"study_design_scores_gemma":[0.002377037,0.003228175,0.8234223,0.0002912242,0.0001018714,0.00001870777,0.015867,0.0001215465,0.0002225285,0.0000249079,0.1542129,0.0001117684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823288,0.00517243,0.000008135706,0.007795892,0.0002678321,0.0002874598,0.00000487873,0.000003068577,0.004131474],"genre_scores_gemma":[0.9218742,0.07723865,0.0002078021,0.0004965693,0.00009561565,0.0000311759,0.000001564827,0.00000264962,0.00005172495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3131698,"threshold_uncertainty_score":0.999303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2590219574","doi":"10.7575/aiac.abcmed.ca1.28","title":"The Comparison Of Relationship Of Depression,Cognitive,Motor And Functional Deficities In Chronic Stroke Patients (A Pilot Study)","year":2017,"lang":"en","type":"article","venue":"Advances in Bioscience and Clinical Medicine","topic":"Stroke Rehabilitation and Recovery","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":"Activities of daily living; Depression (economics); Rehabilitation; Stroke (engine); Wechsler Memory Scale; Cognition; Medicine; Physical medicine and rehabilitation; Physical therapy; Beck Depression Inventory; Barthel index; Wechsler Adult Intelligence Scale; Montreal Cognitive Assessment; Psychiatry; Cognitive impairment","authors":[{"name":"Amin Ghaffari","is_ca":false},{"name":"Malahat Akbarfahimi","is_ca":false},{"name":"Bijan Forough","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09254405931065086,"gpt":0.4460406916057972,"spread":0.3534966322951464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008436025,0.00006893169,0.000321963,0.00009303659,0.0001544723,0.000005135014,0.00007688296,0.00003216797,0.000006229505],"category_scores_gemma":[0.00725378,0.00003830891,0.00002107424,0.00008739154,0.00216367,0.0001679791,0.00005171343,0.0001782868,2.632303e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001872772,"about_ca_system_score_gemma":0.00005989227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004616696,"about_ca_topic_score_gemma":0.0003112997,"domain_scores_codex":[0.9986936,0.0000844937,0.0006328413,0.0002050646,0.000279058,0.0001049091],"domain_scores_gemma":[0.9960616,0.003315479,0.0003040817,0.0001636367,0.0001003634,0.00005487945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004369545,0.0003930328,0.9635674,0.00004105787,0.000004093136,3.322109e-7,0.0001334385,0.000001221239,0.00009983726,0.0001044282,0.000003542756,0.03521463],"study_design_scores_gemma":[0.003776788,0.007046253,0.9852314,0.0005725253,0.00002285897,4.536617e-7,0.002852669,0.0001329167,0.00003543475,0.0002278191,0.00006497829,0.00003587834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937078,0.004749981,0.00003219181,0.0002915978,0.0003632015,0.0003589949,0.000004007064,0.000002463479,0.0004898135],"genre_scores_gemma":[0.9973519,0.002439597,0.00005366245,0.00003055469,0.00004969323,0.00001038289,0.000001327376,0.00000238987,0.00006050862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03517875,"threshold_uncertainty_score":0.8683977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}