{"id":"W4300061825","doi":"","title":"Preceptor engagement in distributed medical school campuses","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Regional Municipality of Waterloo","funders":"","keywords":"Preceptor; Medical school; Medical education; Psychology; Pedagogy; 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":[0.008111942,0.0002204449,0.0003940984,0.001003143,0.005213504,0.005419058,0.001733307,0.001109285,0.01410644],"category_scores_gemma":[0.02489219,0.0003364994,0.0002589066,0.0009056164,0.002949025,0.002312458,0.009462136,0.00232392,0.001159327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003813068,"about_ca_system_score_gemma":0.007988142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003671501,"about_ca_topic_score_gemma":0.008528862,"domain_scores_codex":[0.985735,0.008300022,0.0004176273,0.0009085949,0.00183784,0.002800933],"domain_scores_gemma":[0.9488894,0.01661605,0.004091104,0.001555989,0.002648532,0.02619905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004216115,0.001680015,0.2253689,0.0006277447,0.00005520454,0.001931816,0.6371116,0.0003760616,0.002303784,0.003153205,0.00988901,0.1170811],"study_design_scores_gemma":[0.0001192835,0.001187573,0.1278667,0.0003979401,0.00002628976,0.0009855173,0.8174899,0.0006068065,0.0008170062,0.00180024,0.04865121,0.00005155307],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887521,0.0002022547,0.0009801819,0.002446943,0.00004552192,0.00009960013,0.00004826854,0.00003242424,0.007392839],"genre_scores_gemma":[0.9965927,0.0001266087,0.000442787,0.0005418956,0.00003035412,0.00004954964,0.00004257996,0.00001321507,0.002160427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01410644,"threshold_uncertainty_score":0.04719079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3116524275181686,"score_gpt":0.6049324398111768,"score_spread":0.2932800122930082,"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."}}