{"id":"W4249268411","doi":"10.1017/9781108241687.006","title":"Motivational Interviewing for Behavioral and Lifestyle Changes in Severe Obesity","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Motivational interviewing; Obesity; Psychology; Interview; Medicine; Psychiatry; Sociology; Endocrinology","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":[0.001899948,0.000429142,0.0002822218,0.000417807,0.0002684639,0.0003345837,0.0005469569,0.0004968852,0.02097429],"category_scores_gemma":[0.002210695,0.0001610953,0.0003168813,0.0003108063,0.0001826259,0.0004103004,0.0007255607,0.00139684,0.00341043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003720928,"about_ca_system_score_gemma":0.0009622786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006988568,"about_ca_topic_score_gemma":0.003504254,"domain_scores_codex":[0.9995916,0.0002475764,0.0000175279,0.00001885411,0.00008718558,0.00003724643],"domain_scores_gemma":[0.9993985,0.0004876958,0.00002540667,0.00001110712,0.00002499685,0.00005235501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001077211,0.0007746652,0.0003436891,0.00114589,0.00001459468,0.00008429277,0.00168445,0.000154214,0.0006444969,0.0025902,0.1129006,0.8795551],"study_design_scores_gemma":[0.0007109755,0.001616126,0.03375215,0.00834545,0.00008025287,0.001394384,0.004636731,0.002658598,0.002280133,0.01742162,0.9270116,0.00009193466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09986145,0.1604621,0.1042265,0.07949287,0.008133203,0.008836695,0.003444409,0.003021831,0.5325209],"genre_scores_gemma":[0.2428705,0.1455336,0.2647332,0.01576696,0.001805752,0.020784,0.003561385,0.0004719329,0.3044726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02097429,"threshold_uncertainty_score":0.07016593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04472815361511721,"score_gpt":0.2581504193154273,"score_spread":0.2134222657003101,"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."}}