{"id":"W2595161274","doi":"10.9778/cmajo.20160101","title":"Family physician-led, team-based, lifestyle intervention in patients with metabolic syndrome: results of a multicentre feasibility project","year":2017,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Metabolic syndrome; Physical therapy; Mediterranean diet; Confidence interval; Metabolic equivalent; Aerobic exercise; Acute coronary syndrome; Prospective cohort study; Body mass index; Quality of life (healthcare); Internal medicine; Obesity; Physical activity; Nursing; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008580122,0.0008805014,0.0009455596,0.0007251035,0.00195634,0.0009330231,0.0009245996,0.001415406,0.001854375],"category_scores_gemma":[0.009316942,0.0006864396,0.00170312,0.0007665926,0.0008718697,0.0008141653,0.001622061,0.001237554,0.0003641651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003627716,"about_ca_system_score_gemma":0.01058726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04855738,"about_ca_topic_score_gemma":0.04401477,"domain_scores_codex":[0.9946312,0.003142486,0.0003356198,0.0004630605,0.000623234,0.0008044561],"domain_scores_gemma":[0.9931854,0.001573433,0.001051131,0.0005547398,0.001037929,0.002597227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.07583068,0.2682862,0.4866491,0.001000853,0.001660142,0.0007804859,0.006166826,0.001610514,0.003131181,0.0001570182,0.004056174,0.1506709],"study_design_scores_gemma":[0.06445688,0.1180119,0.8099338,0.000144932,0.0007040494,0.0002233507,0.002603097,0.001854912,0.0005619041,0.0001120089,0.001287587,0.0001054555],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961274,0.00006988567,0.0001711674,0.0001761931,0.00001478981,0.002839745,0.0002856911,0.00001510032,0.0003000045],"genre_scores_gemma":[0.9860871,0.0002282855,0.004142171,0.0005182394,0.00007028788,0.007630103,0.0009039846,0.00001208766,0.0004077589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04855738,"threshold_uncertainty_score":0.09654945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08487886225791243,"score_gpt":0.454617542414317,"score_spread":0.3697386801564045,"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."}}