{"id":"W2981402078","doi":"10.1186/s40463-019-0380-5","title":"Impact of marginalization on tobacco use in individuals diagnosed with head and neck Cancer","year":2019,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Western University; University of Ottawa; McMaster University; Laurentian University","funders":"","keywords":"Socioeconomic status; Medicine; Smoking cessation; Demography; Head and neck cancer; Psychological intervention; Population; Ethnic group; Tobacco control; Environmental health; Cancer; Gerontology; Public health; Internal medicine; Psychiatry; Pathology","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":[0.0006205619,0.0001088091,0.0001748217,0.0005551428,0.0006569777,0.0005182025,0.0002831611,0.0001711724,0.00135563],"category_scores_gemma":[0.003716225,0.00007742211,0.0003403643,0.0004655404,0.000679465,0.0002775482,0.001054536,0.0004721473,0.00006537973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181739,"about_ca_system_score_gemma":0.001303374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08392923,"about_ca_topic_score_gemma":0.1230645,"domain_scores_codex":[0.9993867,0.0001908783,0.00003528833,0.00005400733,0.0001603337,0.0001727529],"domain_scores_gemma":[0.998219,0.0003860643,0.0006620163,0.00006530715,0.0002296576,0.0004380295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004379798,0.0000263419,0.9968219,0.00001193583,0.00003059642,0.00003913197,0.0004979847,0.00004042689,0.00007404494,0.00002912245,0.00004678706,0.002337853],"study_design_scores_gemma":[8.176256e-7,0.00003509539,0.9990903,0.000006579578,0.00001132094,0.00006234313,0.000555233,0.00005627224,0.00001946357,0.00002612955,0.0001343488,0.000002121528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990614,0.0002064,0.00002737535,0.0001130539,0.000002451818,0.000006283385,0.00006974478,9.337227e-7,0.000512308],"genre_scores_gemma":[0.9998661,0.000050482,0.00001302717,0.00001082622,0.000001997219,0.000001907243,0.00002764614,2.56645e-7,0.00002766135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08392923,"threshold_uncertainty_score":0.1668814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03279906640733105,"score_gpt":0.3168532738321874,"score_spread":0.2840542074248563,"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."}}