{"id":"W2102066861","doi":"","title":"Which patients receive advice on diet and exercise? Do certain characteristics affect whether they receive such advice?","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Affect (linguistics); Family medicine; Odds; Health care; Demography; Logistic regression; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001685192,0.0003528055,0.0006049806,0.0001823792,0.001806792,0.00002871044,0.0002670971,0.000506981,0.0003925385],"category_scores_gemma":[0.001780098,0.0003034583,0.00005894325,0.0003046152,0.00007718607,0.0004560631,0.0001550433,0.001459064,0.0008800665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002332567,"about_ca_system_score_gemma":0.0001832714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033926,"about_ca_topic_score_gemma":0.001876069,"domain_scores_codex":[0.9954734,0.001469505,0.0006997467,0.0006362247,0.0004949601,0.001226173],"domain_scores_gemma":[0.9954207,0.002297344,0.0007050367,0.0005391723,0.0005054565,0.0005322851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004407152,0.0009598075,0.8799269,0.001714018,0.00008760156,0.00001992615,0.02724304,0.000001372035,0.000001900264,0.0001723178,0.03638639,0.0490796],"study_design_scores_gemma":[0.001582481,0.0002624883,0.9532395,0.0004314492,0.00006246633,0.000001545643,0.001054668,0.00001526734,0.000004583597,0.0001827876,0.04284545,0.0003173026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316338,0.0002287526,0.000001602263,0.003825205,0.001524977,0.004112673,0.0001413071,0.0002792668,0.05825244],"genre_scores_gemma":[0.9824095,0.005002386,0.0001048639,0.002568153,0.0005157668,0.002628497,0.0000910774,0.0000701128,0.006609666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07331263,"threshold_uncertainty_score":0.9999418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04541715746746008,"score_gpt":0.3421114205735178,"score_spread":0.2966942631060578,"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."}}