{"id":"W2292526281","doi":"10.1111/add.13140","title":"Cautionary tales regarding the dissemination of motivational interviewing","year":2016,"lang":"en","type":"letter","venue":"Addiction","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Motivational interviewing; Psychology; Interview; Social psychology; Clinical psychology; Psychiatry; Sociology; Intervention (counseling)","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":[0.0597784,0.001128121,0.002845468,0.001417731,0.008798026,0.008092459,0.007830708,0.1441277,0.006837807],"category_scores_gemma":[0.3495497,0.001771893,0.00341622,0.001559528,0.01295256,0.009665422,0.005412046,0.1217238,0.006155859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01518568,"about_ca_system_score_gemma":0.03748425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03057084,"about_ca_topic_score_gemma":0.03568879,"domain_scores_codex":[0.9258972,0.0337341,0.01115501,0.00626185,0.01777049,0.005181369],"domain_scores_gemma":[0.6696208,0.2439345,0.02107628,0.006611601,0.03980215,0.01895483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007642538,0.00003384654,0.0003615239,0.00018067,0.00003119679,0.0004460613,0.001055834,0.00007162943,0.0001030943,0.003557647,0.9880791,0.006002935],"study_design_scores_gemma":[0.0003491435,0.0001219853,0.001761313,0.002365536,0.0001084858,0.0006942489,0.002101499,0.000673509,0.0003118625,0.01170264,0.9795781,0.0002316142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007849744,0.0002093122,0.0000451805,0.9935556,0.005749959,0.00001036345,0.00001535125,0.000009103662,0.0003265251],"genre_scores_gemma":[0.0009788391,0.0001540198,0.0001674178,0.98764,0.01026402,0.00004498033,0.000006158014,0.0000121045,0.0007324423],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1441277,"threshold_uncertainty_score":0.3161422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502774281593994,"score_gpt":0.3384352183326763,"score_spread":0.3134074755167363,"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."}}