{"id":"W4220886917","doi":"10.1177/10901981221084271","title":"“From Health Experts to Health Guides”: Motivational Interviewing Learning Processes and Influencing Factors","year":2022,"lang":"en","type":"article","venue":"Health Education & Behavior","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Motivational interviewing; Interview; Participatory action research; Medical education; Health care; Psychology; Qualitative research; Focus group; Behavior change; Medicine; Applied psychology; Nursing; Psychological intervention; Social psychology","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001572289,0.0002782591,0.0004688509,0.0004689019,0.005474295,0.00004631911,0.0002326122,0.00007586752,0.00195027],"category_scores_gemma":[0.0006161338,0.0002893442,0.00004158336,0.001040389,0.00002711413,0.0003399022,0.0002366947,0.0008922681,0.00004317613],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003397329,"about_ca_system_score_gemma":0.0342811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0182406,"about_ca_topic_score_gemma":0.001607989,"domain_scores_codex":[0.9946383,0.001870088,0.001467586,0.0006490997,0.0006374958,0.0007374157],"domain_scores_gemma":[0.9967871,0.000423784,0.001121226,0.000301462,0.0006083978,0.0007580775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007532295,0.000850947,0.3380781,0.0006937361,0.00001294554,2.913405e-7,0.4313511,0.00006700357,0.0001555313,0.0009279224,0.1474523,0.08033475],"study_design_scores_gemma":[0.0003494698,0.0004442151,0.3828682,0.0008742475,0.000006155695,0.000003162114,0.3634316,0.00001778665,0.000009756597,0.0000963911,0.2516131,0.0002859512],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905551,0.001927942,0.0003750699,0.0847807,0.00435499,0.00261811,0.0000958139,0.0001809331,0.0001154826],"genre_scores_gemma":[0.9230772,0.00009181192,0.002250365,0.06527577,0.0005799577,0.004503624,0.001032225,0.00006444528,0.003124644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041608,"threshold_uncertainty_score":0.9999559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081107337957126,"score_gpt":0.5071048969941933,"score_spread":0.3989941631984807,"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."}}