{"id":"W3170110698","doi":"10.36834/cmej.71333","title":"Impact of accreditation on Caribbean medical schools’ processes","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Accreditation; Commission; Context (archaeology); Medical education; Workforce; Political science; Medicine; Geography; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02441744,0.0002710207,0.0002492297,0.001721625,0.01228931,0.006752821,0.00142759,0.001354462,0.004534086],"category_scores_gemma":[0.05463658,0.0003648312,0.0003162662,0.001840927,0.006389432,0.001864409,0.006448408,0.002175605,0.0003103305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0256011,"about_ca_system_score_gemma":0.06447878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1795682,"about_ca_topic_score_gemma":0.2495053,"domain_scores_codex":[0.9776519,0.01346315,0.0006329824,0.000631416,0.00333988,0.004280741],"domain_scores_gemma":[0.9255891,0.03477483,0.008339462,0.001752064,0.01612193,0.01342259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001269138,0.0002844556,0.1013517,0.0004952518,0.00002944761,0.001026591,0.8106684,0.0004390643,0.001451643,0.0104186,0.006013825,0.06769416],"study_design_scores_gemma":[0.00003000703,0.0001939572,0.1261037,0.0006918513,0.00002999203,0.0001870169,0.8020548,0.0005801842,0.0007309378,0.00125459,0.06806841,0.00007463156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481599,0.0006626441,0.001103782,0.01443938,0.00009449182,0.0002181076,0.00005099031,0.00003715697,0.03523338],"genre_scores_gemma":[0.9964949,0.000278076,0.0005203608,0.0008716135,0.00001284613,0.00004526971,0.00001783474,0.000008926291,0.001750213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1795682,"threshold_uncertainty_score":0.3570459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363475781264323,"score_gpt":0.469225368292489,"score_spread":0.4355906104798458,"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."}}