{"id":"W3124798260","doi":"10.1007/s11764-021-00992-1","title":"Patterns of cigarette smoking and alcohol drinking among Canadian adults with cancer in a contemporary national cohort","year":2021,"lang":"en","type":"article","venue":"Journal of Cancer Survivorship","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Environmental health; Public health; Cohort; Mental health; Logistic regression; Cohort study; Demography; Gerontology; Psychiatry; 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":[0.0005299344,0.000496231,0.0004969197,0.002456262,0.003932782,0.001739983,0.001717134,0.0009433842,0.003119374],"category_scores_gemma":[0.001601562,0.0006407407,0.001162803,0.005825085,0.0006879252,0.0008006499,0.00108598,0.001056079,0.0004523579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0205217,"about_ca_system_score_gemma":0.021042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938506,"about_ca_topic_score_gemma":0.9956335,"domain_scores_codex":[0.9992107,0.00003404977,0.00005259708,0.0001340497,0.0002336508,0.0003348132],"domain_scores_gemma":[0.9987673,0.00004023272,0.0001951636,0.00004327287,0.0006178431,0.0003363251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004808748,0.00003307985,0.9973487,0.00001093877,0.00003977911,0.00004965906,0.0005665213,0.00002976651,0.00007745632,0.00003690235,0.0006055579,0.001153537],"study_design_scores_gemma":[0.000003368453,0.00001141775,0.9976854,0.00001074031,0.00002253007,0.00005553622,0.001590243,0.00009248497,0.00001832438,0.00001198881,0.0004880444,0.000009841599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906198,0.000647441,0.00005968622,0.0004120659,0.00001855902,0.00003131622,0.005832437,0.00001324412,0.002365533],"genre_scores_gemma":[0.9955472,0.0005691671,0.0001100775,0.0001343871,0.000009277832,0.00001814759,0.00243975,0.00000629821,0.001165769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0205217,"threshold_uncertainty_score":0.148896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0388202146576202,"score_gpt":0.3093450653348717,"score_spread":0.2705248506772515,"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."}}