{"id":"W3094125351","doi":"10.36834/cmej.70555","title":"Building relationships: Reimagining the community placement for medical students","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Data science","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":[0.01713081,0.0007084652,0.0005191353,0.001513621,0.02670901,0.01453274,0.004474778,0.006756401,0.03386347],"category_scores_gemma":[0.03456409,0.000578011,0.000842121,0.001264751,0.01186768,0.01512516,0.02633403,0.01552081,0.006875056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009883289,"about_ca_system_score_gemma":0.07736367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02992794,"about_ca_topic_score_gemma":0.1262548,"domain_scores_codex":[0.9873621,0.006131152,0.0002173743,0.0004233116,0.002246113,0.003619859],"domain_scores_gemma":[0.9543506,0.004668335,0.0009643787,0.001755914,0.003288909,0.03497184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009297797,0.0007167337,0.00219959,0.0003906531,0.00001908693,0.000629181,0.03573321,0.0001860737,0.0005170714,0.03170172,0.4211108,0.5067028],"study_design_scores_gemma":[0.00006434543,0.0004530845,0.007090959,0.001819516,0.0000283896,0.0008050388,0.1207525,0.0002582737,0.0003815572,0.04193642,0.8262985,0.0001113048],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03818554,0.01098751,0.01055046,0.8300746,0.01983238,0.0003084154,0.0001053697,0.0007877449,0.089168],"genre_scores_gemma":[0.6531321,0.0249916,0.04518849,0.16384,0.01021944,0.0007978873,0.000318714,0.001118718,0.1003931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03386347,"threshold_uncertainty_score":0.1132845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113922372263714,"score_gpt":0.5070305923808927,"score_spread":0.3931082201171786,"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."}}