{"id":"W4206251663","doi":"10.1093/fampra/cmab170","title":"Measurement of obesity in primary care practice: chronic conditions matter","year":2021,"lang":"en","type":"article","venue":"Family Practice","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Overweight; Guideline; Waist; Body mass index; Obesity; Medical record; Primary care; Diabetes mellitus; Family medicine; Physical therapy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003711671,0.0002279513,0.0005038121,0.0001618324,0.0007683341,0.00002381241,0.0002308197,0.0003687453,0.001581996],"category_scores_gemma":[0.004965133,0.0002470665,0.00008730361,0.0005830046,0.00008044052,0.002327239,0.0002570657,0.001997023,0.00370835],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203705,"about_ca_system_score_gemma":0.006030762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00219014,"about_ca_topic_score_gemma":0.001989921,"domain_scores_codex":[0.9922092,0.004493169,0.001088357,0.0005078737,0.00100117,0.0007002066],"domain_scores_gemma":[0.9909429,0.0042878,0.001207293,0.0007325541,0.002648234,0.000181242],"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":[0.004046049,0.01499816,0.4450148,0.06984065,0.001262023,0.002484677,0.08618291,0.0003475566,0.04776569,0.01625237,0.3045263,0.007278772],"study_design_scores_gemma":[0.001684935,0.0001230163,0.4075612,0.001383529,0.0002331835,0.0000240661,0.05304729,0.00000576811,0.0001743385,0.00006926879,0.5354609,0.0002325042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1305547,0.02614138,0.0002536204,0.02625536,0.002069821,0.001887458,0.0001234422,0.0001090964,0.8126051],"genre_scores_gemma":[0.9501299,0.004468976,0.005120385,0.03729603,0.0005609357,0.0002957062,0.0001680429,0.00006206091,0.001897944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8195753,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07600201444487825,"score_gpt":0.4385947028917876,"score_spread":0.3625926884469093,"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."}}