{"id":"W7071593268","doi":"","title":"Tobacco smoking in South African patients with suspected tuberculosis","year":2010,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Tuberculosis; Cohort; Prospective cohort study; Disease; Cigarette smoking; Epidemiology; Cohort study; Pulmonary tuberculosis; Cotinine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004699554,0.0003184571,0.0003565236,0.001093785,0.0008531582,0.0005776929,0.0003217833,0.0007000249,0.002927087],"category_scores_gemma":[0.002326002,0.0005288989,0.0002469151,0.001091719,0.0004159117,0.0004984525,0.0004515994,0.0005054765,0.0003479626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354892,"about_ca_system_score_gemma":0.0003797064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005540514,"about_ca_topic_score_gemma":0.007280433,"domain_scores_codex":[0.9996483,0.0001140817,0.0000380925,0.00005046205,0.00006932223,0.00007960941],"domain_scores_gemma":[0.9995056,0.0001327506,0.000212271,0.00001993207,0.00003539928,0.00009401778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008156063,0.00005163826,0.9968575,0.0000198505,0.00001002069,0.0008031705,0.0004595871,0.00001374013,0.0003275115,0.00001187688,0.0000875557,0.001275908],"study_design_scores_gemma":[0.00002733422,0.0001530959,0.9959038,0.00004098507,0.000022748,0.002396284,0.0009489856,0.0001309278,0.00008419959,0.00002410758,0.000262212,0.00000536683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992591,0.0002372541,0.00001929644,0.0000980944,0.000004436043,0.00001189313,0.00005302025,0.000001585379,0.0003154268],"genre_scores_gemma":[0.999525,0.0002116971,0.00003787641,0.0000486338,0.000009078251,0.00001110666,0.00004972154,8.622031e-7,0.0001061927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005540514,"threshold_uncertainty_score":0.01101655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252165693795149,"score_gpt":0.2423292974284816,"score_spread":0.2298076404905301,"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."}}