{"id":"W2171923301","doi":"","title":"Clinical review: modified 5 As: minimal intervention for obesity counseling in primary care.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Dalhousie University","funders":"","keywords":"Intervention (counseling); Weight loss; Medicine; MEDLINE; Obesity; Primary care; Weight management; Family medicine; Alternative medicine; Nursing; Pathology","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":[0.00572913,0.0001385558,0.0005064519,0.0000842934,0.0003825207,0.00001491751,0.0002146955,0.0003105718,0.0002838986],"category_scores_gemma":[0.001831733,0.0001291139,0.0001673974,0.0001365564,0.00004088898,0.0005088761,0.00008983205,0.0008659192,0.0007129552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003050861,"about_ca_system_score_gemma":0.0002226572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222899,"about_ca_topic_score_gemma":0.0008489495,"domain_scores_codex":[0.9960749,0.001232003,0.001384223,0.0003652119,0.0002096988,0.000733975],"domain_scores_gemma":[0.9965908,0.00197682,0.0005751587,0.0002901019,0.0003350358,0.0002320922],"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":[0.0005479706,0.0009492167,0.2648372,0.05755281,0.00005061071,0.000004752298,0.002557215,0.000001624894,0.000001605062,0.000494316,0.1010981,0.5719045],"study_design_scores_gemma":[0.00195257,0.00007346345,0.8951575,0.002134922,0.00004834131,5.388977e-7,0.00110652,0.00005188211,8.944853e-7,0.0005391833,0.09878315,0.0001510223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322558,0.02257248,0.0002770463,0.006407151,0.002053887,0.01533735,0.00002221,0.0001273577,0.02094674],"genre_scores_gemma":[0.9067936,0.0311447,0.001151791,0.02431412,0.001033309,0.03049664,0.0001567623,0.00004370037,0.004865378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6303203,"threshold_uncertainty_score":0.9163834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289886217200204,"score_gpt":0.4621009379880353,"score_spread":0.3331123162680149,"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."}}