{"id":"W2000079128","doi":"10.4236/health.2014.619301","title":"Obesity and the Demand for Canadian Physician Services","year":2014,"lang":"en","type":"article","venue":"Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Obesity; Medicine; Latent class model; Community health; Sample (material); Family medicine; Public health; Nursing; Mathematics; Statistics","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":[0.001176163,0.0001894024,0.0003109732,0.001830519,0.002405548,0.002212327,0.00105495,0.000791588,0.009050935],"category_scores_gemma":[0.009420889,0.0003076835,0.0006852774,0.003500876,0.0008426961,0.0006685093,0.001147361,0.001386568,0.0004490748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0335194,"about_ca_system_score_gemma":0.0314138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9889234,"about_ca_topic_score_gemma":0.9919897,"domain_scores_codex":[0.998334,0.0001482731,0.0000586823,0.0001575484,0.0007664512,0.0005350593],"domain_scores_gemma":[0.9958284,0.0006735949,0.001161333,0.0001606794,0.001035929,0.001140075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001316055,0.00007528057,0.9675848,0.00005983351,0.00008191932,0.000112032,0.001216982,0.0009067568,0.0001233725,0.005987119,0.007575375,0.01614483],"study_design_scores_gemma":[0.00001416734,0.00002409018,0.9851341,0.00008620438,0.00004312277,0.0001292671,0.00305717,0.003037472,0.00006920067,0.0006842781,0.00769108,0.00002994791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567103,0.002160853,0.0003603864,0.01020608,0.00006729447,0.00003164562,0.00711704,0.00003120227,0.02331525],"genre_scores_gemma":[0.9940644,0.0009470003,0.0002523611,0.0003321422,0.00002799206,0.000005743956,0.001679678,0.000008578425,0.002682141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0335194,"threshold_uncertainty_score":0.2432014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696444194058834,"score_gpt":0.3265262599332796,"score_spread":0.3095618179926913,"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."}}