{"id":"W2809834718","doi":"10.2147/ppa.s169655","title":"The Healthy Weights Initiative: results from the first 2,000 participants","year":2018,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Traditional medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002013888,0.0003818898,0.0003194328,0.001104132,0.0005372211,0.0006586917,0.0005650656,0.000439378,0.001203703],"category_scores_gemma":[0.002175903,0.0002631994,0.0006665806,0.001095798,0.000184799,0.0005106204,0.0008777355,0.0007928995,0.0006870103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066296,"about_ca_system_score_gemma":0.001317236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2074816,"about_ca_topic_score_gemma":0.247308,"domain_scores_codex":[0.999289,0.0001150324,0.00005523494,0.00009756377,0.0003028959,0.000140137],"domain_scores_gemma":[0.9986722,0.00008188759,0.0003075059,0.00007211374,0.0005354162,0.0003309165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000261914,0.0002004771,0.9850085,0.00007001247,0.0001090419,0.00003760884,0.0003816186,0.00007789917,0.0002035288,0.00002887948,0.002474841,0.01114582],"study_design_scores_gemma":[0.00001611632,0.00006498,0.9985733,0.0000141095,0.00003040951,0.00002137565,0.0002228251,0.00005412269,0.00005909763,0.000005472676,0.000933279,0.000004878969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613647,0.0007818288,0.0005800021,0.0002313498,0.00004054973,0.0003660517,0.03060922,0.000073489,0.00595274],"genre_scores_gemma":[0.9692086,0.0004755566,0.0008230692,0.0001959203,0.00002403081,0.0006314514,0.02382725,0.00003910888,0.004775061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2074816,"threshold_uncertainty_score":0.4125479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2791130250204819,"score_gpt":0.441184982329383,"score_spread":0.1620719573089011,"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."}}