{"id":"W2894207088","doi":"10.1111/cob.12283","title":"Personalizing obesity assessment and care planning in primary care: patient experience and outcomes in everyday life and health","year":2018,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; Ontario Stroke Network; Canadian Obesity Network; University of Alberta Hospital; University of Alberta","funders":"Mitacs; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Primary care; Everyday life; Obesity; Advance care planning; Health care; Family medicine; Nursing; Internal medicine; Palliative care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002566885,0.0002263755,0.0008504768,0.0001151493,0.001142689,0.0000282023,0.0001203035,0.0003491463,0.00004504837],"category_scores_gemma":[0.0005735685,0.0002056198,0.00003945607,0.000149302,0.0003527565,0.0003989577,0.0005058015,0.001442497,0.00001275753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004819944,"about_ca_system_score_gemma":0.001051764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590558,"about_ca_topic_score_gemma":0.004713977,"domain_scores_codex":[0.9954917,0.00166082,0.00121216,0.0006945572,0.0002872343,0.0006534923],"domain_scores_gemma":[0.9964861,0.002086807,0.0004854262,0.0002686814,0.0001249752,0.0005479607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007319883,0.0001952737,0.9186894,0.001259039,0.000006319729,0.00001245213,0.07542332,2.357131e-7,6.92701e-7,0.00008930343,0.0001348448,0.004115923],"study_design_scores_gemma":[0.001485303,0.0005455259,0.9427351,0.0008259887,0.000007996715,0.00000115793,0.0521382,0.00004425802,4.183454e-7,0.0000538505,0.001975027,0.0001872103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907416,0.004408018,0.00001952103,0.002190262,0.0005340024,0.001013598,0.00001704313,0.00004119412,0.001034799],"genre_scores_gemma":[0.9881778,0.00150991,0.001515391,0.008520203,0.0001683878,0.00004863763,0.00001188547,0.00001479077,0.0000329342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02404566,"threshold_uncertainty_score":0.8788756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2005328657774184,"score_gpt":0.5544764862543071,"score_spread":0.3539436204768887,"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."}}