{"id":"W2581167246","doi":"10.1016/j.pec.2017.01.012","title":"Content and conceptual frameworks of psychology and social work preceptor feedback related to the educational requests of family medicine residents","year":2017,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec; Université Laval","funders":"Université Laval","keywords":"Preceptor; Psychology; Conceptual framework; Work (physics); Medical education; Social psychology; Pedagogy; Applied psychology; Medicine; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004922005,0.0001125892,0.0002067139,0.00006801885,0.0003990894,0.00003445655,0.000140485,0.0001693381,0.0002031699],"category_scores_gemma":[0.0002856554,0.0000867193,0.00002098535,0.00007793392,0.0003861571,0.00009885085,0.00003460892,0.0002396258,0.000006735947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008392487,"about_ca_system_score_gemma":0.00006399573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004191342,"about_ca_topic_score_gemma":0.0000189898,"domain_scores_codex":[0.9988216,0.0001456706,0.0004269245,0.0002782655,0.0001985968,0.0001289478],"domain_scores_gemma":[0.9985513,0.0003354544,0.0004190413,0.0002885903,0.0003383121,0.00006731883],"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":[0.0006286338,0.0004613092,0.06052132,0.00005363699,0.000118283,2.77448e-7,0.2856498,0.00000257364,0.0008748086,0.00700308,0.01986041,0.6248258],"study_design_scores_gemma":[0.001174502,0.0006219047,0.9036945,0.0006051787,0.000119042,0.00001676882,0.0510606,0.00003053586,0.00001937677,0.003238161,0.03916392,0.0002555059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640726,0.01247355,0.00004596959,0.0202006,0.001891242,0.000284889,0.000005872564,0.0000057729,0.001019514],"genre_scores_gemma":[0.9960542,0.001784381,0.0002183114,0.001339621,0.0001323717,0.00003036273,0.00001374514,0.00001057761,0.0004164804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8431732,"threshold_uncertainty_score":0.353631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0688878292774637,"score_gpt":0.3956523948908219,"score_spread":0.3267645656133582,"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."}}