{"id":"W3003783598","doi":"10.1071/ah19046","title":"Sociodemographic and health risk profile associated with participation in a private health insurance weight loss maintenance and chronic disease management program","year":2020,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Weight loss; Medicine; Overweight; Weight management; Odds ratio; Body mass index; Obesity; Population health; Gerontology; Demography; Physical therapy; Environmental health; Population; Internal medicine","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":[0.0007740038,0.0001556561,0.0002194437,0.0004673949,0.0005645854,0.0004828697,0.0002888024,0.0004534368,0.003354469],"category_scores_gemma":[0.003273678,0.0002066551,0.0003901407,0.0005008958,0.0002705686,0.0004146472,0.0005461425,0.0008705977,0.000288393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002501369,"about_ca_system_score_gemma":0.000553103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200768,"about_ca_topic_score_gemma":0.01330374,"domain_scores_codex":[0.9995227,0.0001352532,0.00005459389,0.00006070996,0.0001151253,0.0001116455],"domain_scores_gemma":[0.998,0.0003067894,0.0009353893,0.00006854764,0.0001593331,0.0005300572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006389584,0.0001713242,0.9986394,0.000006815881,0.00001579784,0.00002921693,0.0001151296,0.00001199216,0.0000791481,0.000009586876,0.00004939914,0.0008083661],"study_design_scores_gemma":[0.000002476156,0.0001460537,0.9992954,0.000005152638,0.000007420661,0.00005684762,0.0003309434,0.00008408836,0.00001107662,0.000008768067,0.00005044775,0.000001387208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992366,0.00007322041,0.00002462267,0.00007023068,0.000003273075,0.00001792694,0.0001490512,0.00000173478,0.0004234077],"genre_scores_gemma":[0.9995419,0.00003787383,0.00004999393,0.00002560695,0.000004406027,0.00001359089,0.00009319952,7.714517e-7,0.0002326665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01200768,"threshold_uncertainty_score":0.02387559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176527395591146,"score_gpt":0.4757534703320925,"score_spread":0.3581007307729779,"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."}}