{"id":"W3080502770","doi":"10.1097/acm.0000000000003311","title":"Memorial University of Newfoundland Faculty of Medicine","year":2020,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Higher education; Medicine; Library science; Political science; Computer 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001205901,0.0006716029,0.0004342158,0.001406177,0.00376919,0.004004715,0.001080028,0.001464948,0.3483707],"category_scores_gemma":[0.003818105,0.0003912933,0.0003259149,0.0009753857,0.0008424461,0.001057335,0.002977921,0.002022518,0.07569362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01226956,"about_ca_system_score_gemma":0.03370717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09886568,"about_ca_topic_score_gemma":0.4121307,"domain_scores_codex":[0.9984932,0.0001329877,0.00005667072,0.0001822713,0.0006867173,0.0004482012],"domain_scores_gemma":[0.9926783,0.000192633,0.000167276,0.0001814206,0.002138009,0.004642306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002807454,0.00007613292,0.001018967,0.00006410221,0.000003275175,0.0002659445,0.0000652353,0.00003582565,0.0002214341,0.001619768,0.9484391,0.04816218],"study_design_scores_gemma":[0.000012237,0.00003586946,0.005526462,0.0002305359,0.000003604219,0.0003193755,0.0001453675,0.00005621818,0.0001162051,0.0002339159,0.9933085,0.00001154997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01002888,0.008014321,0.000893025,0.08438881,0.01542909,0.0003784078,0.004637259,0.0008747415,0.8753555],"genre_scores_gemma":[0.01385506,0.005380109,0.001414118,0.009765267,0.002138687,0.0001308246,0.002251517,0.0001699671,0.9648945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6516293,"threshold_uncertainty_score":0.9294701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05764503775767285,"score_gpt":0.3518485783523996,"score_spread":0.2942035405947268,"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."}}