{"id":"W3133872689","doi":"10.55320/mjz.47.3.703","title":"Medical School Admissions: A Review of Global Practices, Predictive Validity, and Practice Points for Africa.","year":2020,"lang":"en","type":"review","venue":"Medical Journal of Zambia","topic":"Medical Education and Admissions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Cognition; Predictive validity; Medicine; Medical education; Relevance (law); Family medicine; Clinical psychology; Psychiatry; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02279264,0.001053881,0.003528877,0.02836231,0.0008869767,0.003802715,0.00190458,0.001594277,0.002985032],"category_scores_gemma":[0.08462036,0.00113308,0.003963893,0.03370218,0.001587293,0.004213035,0.002559373,0.001517911,0.0003806008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006161402,"about_ca_system_score_gemma":0.01786706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324504,"about_ca_topic_score_gemma":0.03046257,"domain_scores_codex":[0.9851148,0.004383198,0.006282313,0.0009831572,0.002814751,0.0004217673],"domain_scores_gemma":[0.9048432,0.06713875,0.01757356,0.0008206558,0.00862655,0.0009973432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0002916135,0.00005543977,0.01323634,0.5143807,0.001973077,0.0002205982,0.002427896,0.0001760575,0.0001309177,0.001338188,0.00928158,0.4564877],"study_design_scores_gemma":[0.0001071597,0.0001863969,0.04359997,0.889895,0.006226996,0.0008248411,0.003196287,0.0001415027,0.0001650747,0.0005217593,0.05506069,0.00007434059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001563198,0.9963587,0.00007372488,0.001197819,0.0001223436,0.0000733431,0.0002701756,0.000005285868,0.0003354742],"genre_scores_gemma":[0.01499432,0.9834903,0.0004746518,0.000540178,0.00008272881,0.0001572692,0.0002111136,0.000004223604,0.00004526922],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02836231,"threshold_uncertainty_score":0.1205405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1655345126746842,"score_gpt":0.5051048385342023,"score_spread":0.3395703258595181,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}