{"id":"W2109319700","doi":"10.3402/meo.v11i.4608","title":"Adapting an Effective Counseling Model from Patient-centered Care to Improve Motivation in Clinical Training Programs","year":2006,"lang":"en","type":"article","venue":"Medical Education Online","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Preceptor; Internship; Context (archaeology); Specialty; Medical education; Motivational interviewing; Medicine; Parallels; Psychology; Nursing; Family medicine; Psychological intervention","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":[],"consensus_categories":[],"category_scores_codex":[0.0009538563,0.0002393756,0.000444153,0.000327401,0.0000990503,0.00003471275,0.000180989,0.0003681619,0.0001014378],"category_scores_gemma":[0.007630887,0.0002289978,0.00008352002,0.0008186239,0.0001124609,0.000197691,0.00003823084,0.0008633249,0.00001334746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005316037,"about_ca_system_score_gemma":0.00218374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007108074,"about_ca_topic_score_gemma":0.0004140493,"domain_scores_codex":[0.9963224,0.0001848189,0.001397788,0.0006833583,0.001010275,0.0004013922],"domain_scores_gemma":[0.9979746,0.0001775867,0.0002643229,0.0004218554,0.0007943232,0.0003673343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001310876,0.005250684,0.0258751,0.00005293167,0.00001487984,0.000003520684,0.009106927,0.0002093807,0.000227676,0.0001324512,0.0005625226,0.9584329],"study_design_scores_gemma":[0.007789303,0.002451554,0.4009325,0.004059821,0.0001915803,0.00002485055,0.07593612,0.4972603,0.0002296688,0.001736429,0.00841385,0.0009739876],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835321,0.0001294079,0.00836279,0.004490351,0.001597726,0.00154935,0.00001989225,0.0001271332,0.0001912282],"genre_scores_gemma":[0.9342803,0.000008817951,0.05177651,0.006022037,0.002181682,0.0003459403,0.005289511,0.00004665189,0.00004850885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9574589,"threshold_uncertainty_score":0.933826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03563261571634187,"score_gpt":0.3893008094793624,"score_spread":0.3536681937630205,"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."}}