{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006170822,0.0001709598,0.0005049728,0.001770206,0.001732993,0.003068352,0.0008721934,0.001008952,0.007627582],"category_scores_gemma":[0.06084022,0.0003269737,0.0003147007,0.004015731,0.001628719,0.001821689,0.001378605,0.001353971,0.0006646237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004107839,"about_ca_system_score_gemma":0.01066502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1915912,"about_ca_topic_score_gemma":0.2965691,"domain_scores_codex":[0.9917898,0.002252711,0.001169836,0.0005611882,0.003521799,0.0007045028],"domain_scores_gemma":[0.9526278,0.01535436,0.01664564,0.001521475,0.008550936,0.005299841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004647702,0.00007709729,0.8960109,0.001117296,0.00008895094,0.0001918687,0.002343456,0.00004743661,0.0001134392,0.0005111368,0.01787021,0.08158173],"study_design_scores_gemma":[0.000009127634,0.00004156627,0.9853364,0.002179699,0.00004604931,0.0003217697,0.002901706,0.00009434605,0.000043879,0.0004397559,0.008569669,0.00001609594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5841913,0.1349571,0.003207925,0.2024562,0.002553029,0.000429311,0.006807053,0.0001517171,0.06524637],"genre_scores_gemma":[0.9706715,0.01685082,0.001735965,0.007516843,0.001008129,0.00008467323,0.0009746409,0.0000350246,0.001122555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1915912,"threshold_uncertainty_score":0.3809521,"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."}}