{"id":"W1884443583","doi":"10.17269/cjph.106.4508","title":"Adult obesity prevalence in primary care users: An exploration using Canadian Primary Care Sentinel Surveillance Network (CPCSSN) data","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Waist; Medicine; Obesity; Body mass index; Demography; Population; Community health; Anthropometry; Demographics; Public health; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01023453,0.0002896841,0.0007465314,0.0008192088,0.001783966,0.0001448006,0.001181326,0.0003993252,0.0001009508],"category_scores_gemma":[0.001443358,0.0003102738,0.00005059583,0.0009329222,0.0001093944,0.005703336,0.0001070663,0.002020871,0.00004435367],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.013611,"about_ca_system_score_gemma":0.1910812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7939915,"about_ca_topic_score_gemma":0.9957574,"domain_scores_codex":[0.9902472,0.004661795,0.00164173,0.0005185505,0.0006045109,0.002326169],"domain_scores_gemma":[0.9865259,0.0003090629,0.001494747,0.001013457,0.002512002,0.008144834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002514974,0.00003580791,0.946741,0.003431343,0.00001443264,0.0001064199,0.03256201,0.0002835289,2.087214e-7,0.0001374762,0.01258706,0.004075537],"study_design_scores_gemma":[0.001554978,0.0002776097,0.8133461,0.002089948,0.00001828621,0.00004145804,0.07329435,0.0005004687,5.259322e-8,0.00008220447,0.1084022,0.0003922996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527737,0.014274,0.0004532891,0.02266978,0.00349955,0.001573547,0.0008781118,0.00003973354,0.003838253],"genre_scores_gemma":[0.9712773,0.001436795,0.003536047,0.0195764,0.002557766,0.00001315466,0.001432696,0.00007167953,0.00009813441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2017659,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3211707802781297,"score_gpt":0.4336648478744236,"score_spread":0.1124940675962939,"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."}}