{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001067436,0.0001908663,0.0002135757,0.00002011353,0.006528256,0.00006412881,0.0004168435,0.0001570278,0.0005164107],"category_scores_gemma":[0.001190488,0.00009819018,0.00002666745,0.0001858058,0.0004386053,0.0003780751,0.0002769933,0.0008190832,0.001606295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004565315,"about_ca_system_score_gemma":0.0003447361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00356739,"about_ca_topic_score_gemma":0.02349726,"domain_scores_codex":[0.9966674,0.0009802893,0.0007557277,0.0004404398,0.0003356252,0.0008204885],"domain_scores_gemma":[0.9912416,0.007021611,0.0006360536,0.0005854544,0.0002879055,0.0002274064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00618775,0.000496104,0.4834119,0.0003303324,0.0001366655,0.000007555045,0.2329044,8.833105e-7,0.00002054657,0.0123324,0.1431885,0.120983],"study_design_scores_gemma":[0.001201056,0.001194934,0.4503491,0.0007671283,0.00003112514,3.497476e-7,0.008337186,0.0001922123,0.00005395151,0.006004024,0.5316592,0.0002097239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638017,0.001018531,0.00002445479,0.01405988,0.001137808,0.00110659,0.0002262775,0.00006869865,0.01855607],"genre_scores_gemma":[0.987223,0.002868267,0.00009421342,0.008565199,0.0005272116,0.0002394337,0.00001923664,0.00001084735,0.0004525635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3884707,"threshold_uncertainty_score":0.9991711,"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."}}