{"id":"W2160235429","doi":"10.2147/ppa.s91912","title":"The importance of community consultation and social support in adhering to an obesity reduction program: results from the Healthy Weights Initiative","year":2015,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Obesity; Blood pressure; Body mass index; Physical therapy; Social support; Gerontology; Family medicine; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005683361,0.0002902809,0.0004046714,0.000669929,0.0007987943,0.0008051647,0.000616695,0.0008688201,0.002125299],"category_scores_gemma":[0.009014676,0.0002104618,0.0008552229,0.0008292735,0.0004417428,0.0004622915,0.001111229,0.001144469,0.0002019455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250201,"about_ca_system_score_gemma":0.002998865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04476922,"about_ca_topic_score_gemma":0.05517773,"domain_scores_codex":[0.9973025,0.001345395,0.000149407,0.0001251032,0.0006203169,0.0004572033],"domain_scores_gemma":[0.9937827,0.00260747,0.0007199362,0.0001598592,0.0007282594,0.002001844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007140589,0.0241247,0.4802809,0.001769517,0.0008248244,0.0002525493,0.007471817,0.0003601914,0.0005215234,0.0002086093,0.005442081,0.4716027],"study_design_scores_gemma":[0.001055318,0.004265761,0.9892514,0.0003339127,0.0002944994,0.00004070599,0.002504221,0.0002411376,0.000103756,0.00005488439,0.001829263,0.00002509414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921361,0.001351492,0.00008506672,0.001227971,0.0000399467,0.0006495262,0.0004501879,0.00001516489,0.004044424],"genre_scores_gemma":[0.9956211,0.001255991,0.0004964687,0.0005978598,0.00004298749,0.0004509738,0.0006972812,0.000009823652,0.0008274791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04476922,"threshold_uncertainty_score":0.08901727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703634589783614,"score_gpt":0.3458896987842511,"score_spread":0.1755262398058897,"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."}}