{"id":"W4294898106","doi":"10.1080/0142159x.2022.2114581","title":"A better understanding of the relationship between a medical school its students and the communities which it serves","year":2022,"lang":"en","type":"letter","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical school; Medical education; Psychology; Mathematics education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009100414,0.0004693043,0.000999247,0.0007439549,0.01023098,0.006734638,0.00201443,0.06130417,0.008701367],"category_scores_gemma":[0.02295005,0.0008558285,0.0009611309,0.000648385,0.01040744,0.01419645,0.003717992,0.06851117,0.004303552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0116793,"about_ca_system_score_gemma":0.02216372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05918266,"about_ca_topic_score_gemma":0.1149265,"domain_scores_codex":[0.9914158,0.003977429,0.0007568441,0.0007590099,0.001862968,0.001227878],"domain_scores_gemma":[0.9793396,0.01183644,0.001222673,0.0004525684,0.003050625,0.004098117],"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":[0.0000262002,0.00004201648,0.001015519,0.00005636197,0.000007357436,0.0009083467,0.001853029,0.00004895706,0.0001816699,0.01192109,0.9758735,0.008065868],"study_design_scores_gemma":[0.00007490566,0.00006880301,0.004281192,0.0006018391,0.00001623939,0.001813682,0.009033771,0.000440887,0.0002243967,0.02797148,0.9553539,0.0001188574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002398452,0.0006592605,0.00004077315,0.9957899,0.001771336,0.000002837252,0.000008266506,0.000004891302,0.00148278],"genre_scores_gemma":[0.003485956,0.000633386,0.00009100553,0.9865096,0.0043876,0.00001189589,0.000006648585,0.000006396084,0.004867588],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06130417,"threshold_uncertainty_score":0.1176763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.167809685415233,"score_gpt":0.3959671759196252,"score_spread":0.2281574905043922,"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."}}