{"id":"W2129219826","doi":"10.2147/vhrm.s30089","title":"Smoking status and sex as indicators of differences in 2582 obese patients presenting for weight management","year":2012,"lang":"en","type":"article","venue":"Vascular Health and Risk Management","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Weight management; Obesity; Body mass index; Demography; Environmental health; Gerontology; Overweight; 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":[0.0004191753,0.0002219657,0.0003321097,0.000706746,0.0004504281,0.0005454739,0.0003092268,0.0004562974,0.001928472],"category_scores_gemma":[0.001566802,0.0002581321,0.0003062308,0.0008299514,0.0002435524,0.0003260852,0.0004341919,0.0006063091,0.0003370265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092449,"about_ca_system_score_gemma":0.000323092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007901111,"about_ca_topic_score_gemma":0.01245684,"domain_scores_codex":[0.9997105,0.00004899513,0.00004429567,0.00005730023,0.00007316744,0.00006570719],"domain_scores_gemma":[0.999035,0.0001631728,0.000421615,0.00004154925,0.0000810682,0.000257643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006359011,0.00002090075,0.9994728,0.000001915182,0.000007836901,0.00006404785,0.00003983593,0.000005599049,0.00005610154,0.000002905921,0.0000241901,0.0002403817],"study_design_scores_gemma":[0.000005101758,0.00007630945,0.9994177,0.000002116967,0.000007342595,0.0001996923,0.0001586275,0.00005790741,0.00001366537,0.000004716146,0.00005499798,0.00000190267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995263,0.00006712471,0.00001295359,0.0000188862,0.000003609506,0.000006755315,0.0001871814,9.893764e-7,0.0001762549],"genre_scores_gemma":[0.999459,0.00004030518,0.00003107746,0.00001956695,0.000005538129,0.00000997764,0.0003230939,0.000001163407,0.0001102863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007901111,"threshold_uncertainty_score":0.01571023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533717602946182,"score_gpt":0.2900881682569985,"score_spread":0.2747509922275367,"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."}}