{"id":"W3144427305","doi":"10.22454/fammed.2021.171325","title":"Family Medicine Supervisors’ Preferences for Improving Their Teaching Skills in Senior Care","year":2021,"lang":"en","type":"article","venue":"Family Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; McGill University; Université de Montréal; Université Laval; The Scarborough Hospital; University of Toronto; Centre hospitalier universitaire de Québec; Centre for Excellence in Mining Innovation","funders":"","keywords":"Thematic analysis; Focus group; Medical education; Workload; Qualitative research; Psychology; Medicine; Nursing; Intervention (counseling); Scope (computer science)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001590286,0.0004025917,0.0009628964,0.0005604227,0.0002129443,0.0000138268,0.0002681878,0.0002886638,0.000186827],"category_scores_gemma":[0.007698578,0.0002845788,0.00009268994,0.00100974,0.0003711173,0.0001546212,0.00008247179,0.000967582,0.00001202062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003522204,"about_ca_system_score_gemma":0.0006557549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007338162,"about_ca_topic_score_gemma":0.0001106478,"domain_scores_codex":[0.9965444,0.0001698157,0.001120252,0.0007429956,0.0007991272,0.0006234307],"domain_scores_gemma":[0.9973468,0.0005606831,0.000203601,0.000738547,0.0009583895,0.0001920293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001929751,0.0006427628,0.03881176,0.002269837,0.0001259797,0.0001031309,0.05207697,0.000008921746,0.1037351,0.001279862,0.03863836,0.7621144],"study_design_scores_gemma":[0.01818014,0.003020643,0.4356814,0.007934285,0.0005874178,0.0001293533,0.3884677,0.001935061,0.003297886,0.00167187,0.1381717,0.0009225323],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611079,0.008067273,0.003180645,0.01211723,0.002681514,0.001185148,0.0000198137,0.0001469748,0.01149349],"genre_scores_gemma":[0.9736742,0.0003356145,0.008325712,0.01203303,0.00295593,0.0002507755,0.001105454,0.00007324483,0.001246037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7611918,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04391743281339169,"score_gpt":0.3511359016709392,"score_spread":0.3072184688575474,"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."}}