{"meta":{"query_hash":"ffe57340b57f","filters":{"venue":"JMMC"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ffe57340b57f","api":"https://metacan.xera.ac/api/v1/cohort?venue=JMMC"},"results":[{"id":"W3119641743","doi":"10.62118/jmmc.v7i1.8","title":"Attitude of overseas Pakistani students towards modular examination.","year":2019,"lang":"en","type":"article","venue":"JMMC","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Modular design; Mathematics education; Psychology; Computer science; Programming language","score_opus":0.012019743310250757,"score_gpt":0.35280079310726004,"score_spread":0.3407810497970093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119641743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98451936,0.00003410525,0.0004755946,0.00043203155,0.0005223697,0.00033734273,0.000002403093,0.000026220454,0.0136505775],"genre_scores_gemma":[0.9925372,0.0000070059714,0.0019801373,0.0006146894,0.00011599002,0.000013367404,0.00004202453,0.000011867847,0.004677704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988141,0.00002134624,0.0002381696,0.00014941611,0.0006660898,0.00011085724],"domain_scores_gemma":[0.9992625,0.000013793093,0.00008377538,0.0003298059,0.0002764629,0.000033657045],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041450743,0.00006866536,0.00015705457,0.00011228175,0.000018652658,0.0000073941924,0.000112967144,0.00006815869,0.0011964464],"category_scores_gemma":[0.00028920677,0.00006193631,0.000036665177,0.00031175485,0.000041152834,0.000065707995,0.000036390014,0.000120728924,0.00015025566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015036168,0.0032825605,0.8017682,0.0013433193,0.00039619883,0.000023933237,0.0059771645,0.00005457981,0.030253071,0.04325897,0.025790703,0.08770093],"study_design_scores_gemma":[0.0010879149,0.00014709911,0.9777357,0.000103761064,0.00003904016,0.0000052801524,0.0008939989,0.00036672887,0.0015889893,0.000083994775,0.01787541,0.000072058836],"about_ca_topic_score_codex":0.000032284875,"about_ca_topic_score_gemma":6.5133514e-7,"teacher_disagreement_score":0.17596751,"about_ca_system_score_codex":0.00013245917,"about_ca_system_score_gemma":0.00010913172,"threshold_uncertainty_score":0.9997166},"labels":[],"label_agreement":null},{"id":"W4399273472","doi":"10.62118/jmmc.v1i1.405","title":"IF IT STAINS BLACK IT IS NOT HENNA ! A RARE CASE OF ALLERGIC CONTACT DERMATITIS TO PURE HENNA (Lawsonia inermis, alba ).","year":2010,"lang":"en","type":"article","venue":"JMMC","topic":"Veterinary medicine and infectious diseases","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. John’s Health Sciences Centre","funders":"","keywords":"Lawsonia inermis; Allergic contact dermatitis; Dermatology; Traditional medicine; Medicine; Allergy; Immunology","score_opus":0.03680652306517174,"score_gpt":0.32913551451952083,"score_spread":0.2923289914543491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399273472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97805744,0.00007760006,0.000053856285,0.009081654,0.00047094305,0.0006624941,0.000441993,0.0001373982,0.011016619],"genre_scores_gemma":[0.98239666,0.000064322296,0.00014436449,0.015196106,0.00052833033,0.000084010644,0.00005542962,0.000068963185,0.0014618217],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99788535,0.000110827976,0.0006234074,0.0004948018,0.00034147716,0.00054411334],"domain_scores_gemma":[0.99806315,0.00013297246,0.00020302211,0.0008660638,0.0002392359,0.0004955634],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017551037,0.00039937106,0.0005696011,0.0002097917,0.00017553757,0.000056282985,0.00031475342,0.00020902,0.0064685023],"category_scores_gemma":[0.0002154768,0.00036788255,0.00024761114,0.0002909478,0.00012755068,0.00032355302,0.00020438629,0.00042114616,0.000590639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007443022,0.0008265361,0.004249694,0.00078517245,0.00032222952,0.028413244,0.012379863,0.000009046327,0.065615855,0.00038491795,0.88357496,0.0026942035],"study_design_scores_gemma":[0.0038157685,0.0073399977,0.015644757,0.00041901067,0.00022875117,0.02149861,0.0051218555,0.0006959458,0.0023263865,0.000116220355,0.9416707,0.0011219841],"about_ca_topic_score_codex":0.0011815137,"about_ca_topic_score_gemma":0.00096567825,"teacher_disagreement_score":0.06328947,"about_ca_system_score_codex":0.000060175928,"about_ca_system_score_gemma":0.00016184662,"threshold_uncertainty_score":0.99987733},"labels":[],"label_agreement":null},{"id":"W4403178171","doi":"10.62118/jmmc.v15i1.451","title":"The rise of internet derived information obstruction treatment (IDIOT) syn-drome in Pakistan.","year":2024,"lang":"en","type":"article","venue":"JMMC","topic":"Currency Recognition and Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Idiot; The Internet; Business; Computer science; Art; World Wide Web; Literature","score_opus":0.014953315939230655,"score_gpt":0.27633063964312177,"score_spread":0.2613773237038911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403178171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.817717,0.0008855364,0.17340188,0.000629465,0.0031441844,0.00036719913,0.000008579434,0.00026193899,0.0035842059],"genre_scores_gemma":[0.9993011,0.00012652467,0.0003632442,0.000009228937,0.000021497091,0.0000263814,0.0000033731421,0.0000018567897,0.00014680847],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948066,0.00003353771,0.00021279286,0.00009005342,0.000102866186,0.00008010447],"domain_scores_gemma":[0.9997196,0.000055344037,0.00004447401,0.00013392283,0.00002731681,0.000019349272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011677272,0.000057562112,0.00005944872,0.0001116565,0.000030414696,0.00015493599,0.000106337364,0.000028230364,0.000013458474],"category_scores_gemma":[0.0000106503685,0.000039522856,0.000042527405,0.0002804057,0.000019740522,0.00056743075,0.000026511894,0.00005064864,0.00008319522],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013260571,0.000021199214,0.00009667596,0.000029685287,0.000012708138,0.0000023188704,0.0025732438,0.00002120897,0.000645659,0.0062912344,0.00027853902,0.99001426],"study_design_scores_gemma":[0.0016777657,0.00092944305,0.035760593,0.00038281002,0.000027442547,0.00016986114,0.00086794357,0.5697141,0.08776228,0.016085627,0.2861327,0.00048938225],"about_ca_topic_score_codex":0.00010924266,"about_ca_topic_score_gemma":0.00009467739,"teacher_disagreement_score":0.9895249,"about_ca_system_score_codex":0.00012321537,"about_ca_system_score_gemma":0.000033203032,"threshold_uncertainty_score":0.16116953},"labels":[],"label_agreement":null},{"id":"W4410350442","doi":"10.62118/jmmc.v15i2.492","title":"Leptospirosis an emerging infectious disease and preventive measures in Pakistan.","year":2025,"lang":"en","type":"article","venue":"JMMC","topic":"Leptospirosis research and findings","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Leptospirosis; Infectious disease (medical specialty); Emerging infectious disease; Environmental health; Virology; Medicine; Disease; Outbreak; Internal medicine","score_opus":0.011588966156434403,"score_gpt":0.3158770167027438,"score_spread":0.3042880505463094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410350442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993427,0.0030593714,0.00016270309,0.00041889504,0.00017220688,0.0002693914,0.000017464332,0.000054578115,0.0024184228],"genre_scores_gemma":[0.9967206,0.00020695644,0.000011887791,0.00017066045,0.000010729571,0.00006339922,0.000026417858,0.00000781806,0.0027815332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902034,0.00015413045,0.00017550658,0.0002919771,0.000034186745,0.00032386315],"domain_scores_gemma":[0.99964404,0.000063323314,0.00003325963,0.0001767866,0.000037499165,0.000045098073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024747202,0.00011744404,0.0001654825,0.00021776084,0.00016395672,0.000037274523,0.000118518954,0.00010375972,0.00014254576],"category_scores_gemma":[0.000109306966,0.00010791575,0.00004402537,0.00023480994,0.00015213055,0.0001513489,0.000099799974,0.0002542937,0.000043546763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034960918,0.000407519,0.81512475,0.0000732569,0.00015457087,0.000013541719,0.0012017591,0.0000041406493,0.12110342,0.0052258666,0.002433124,0.053908456],"study_design_scores_gemma":[0.002228771,0.00018847661,0.9389295,0.00011725641,0.000040238087,0.0000024335081,0.00046679357,0.000012173302,0.011910077,0.0034447957,0.04241301,0.00024649323],"about_ca_topic_score_codex":0.00026707654,"about_ca_topic_score_gemma":0.00029726687,"teacher_disagreement_score":0.12380474,"about_ca_system_score_codex":0.000059250306,"about_ca_system_score_gemma":0.00007277855,"threshold_uncertainty_score":0.44006768},"labels":[],"label_agreement":null},{"id":"W4416194223","doi":"10.62118/jmmc.v16i1.604","title":"When the Air Becomes Poisonous: Air Pollution and Pakistan’s Public Health Fight against a Silent Killer","year":2025,"lang":"","type":"article","venue":"JMMC","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Air pollution; Public health; Life expectancy; Enforcement; Pollution; Public health policy","score_opus":0.040097374431970624,"score_gpt":0.3247250658060283,"score_spread":0.28462769137405763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416194223","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.065958194,0.0057648877,0.0011750993,0.9178384,0.0010469665,0.0014807769,0.0001364839,0.00009066504,0.0065085473],"genre_scores_gemma":[0.737706,0.0030623532,0.00031718466,0.25267926,0.000108656815,0.000039635106,0.000013922926,0.000017879038,0.0060551],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99560547,0.00069246936,0.0009716918,0.00073923863,0.0005999834,0.0013911285],"domain_scores_gemma":[0.9978041,0.0002441624,0.00041390228,0.0007384466,0.00002450086,0.000774853],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025043904,0.00041003773,0.00051370653,0.00013950189,0.0019621684,0.0001727944,0.00051079947,0.00024793393,0.001368833],"category_scores_gemma":[0.00016099773,0.00030543096,0.00013924071,0.0005653085,0.0006685427,0.00059274794,0.0005103782,0.0006057972,0.0003359984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008916415,0.00067093055,0.011261157,0.0006404388,0.00009787624,0.0000058788955,0.03246362,0.00036838654,0.000019565854,0.009071473,0.6162512,0.32906035],"study_design_scores_gemma":[0.00059508975,0.00021722273,0.33997092,0.00016383741,0.000013575751,0.0000033555002,0.0035834569,0.0011352394,0.000011325144,0.0014649519,0.6526061,0.00023490368],"about_ca_topic_score_codex":0.0026569292,"about_ca_topic_score_gemma":0.0029716622,"teacher_disagreement_score":0.6717478,"about_ca_system_score_codex":0.0018615209,"about_ca_system_score_gemma":0.0007753263,"threshold_uncertainty_score":0.9999398},"labels":[],"label_agreement":null}]}