{"id":"W4317476843","doi":"10.1002/cncr.34620","title":"Cigarette smoking cessation, duration of smoking abstinence, and head and neck squamous cell carcinoma prognosis","year":2023,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Sinai Health System; Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Smoking cessation; Abstinence; Head and neck squamous-cell carcinoma; Hazard ratio; Internal medicine; Oncology; Proportional hazards model; Head and neck cancer; Cancer; Confidence interval; Pathology; Psychiatry","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":[0.001096914,0.0001503201,0.0001725278,0.0004806838,0.000206913,0.0004744842,0.0002558473,0.000314041,0.001549549],"category_scores_gemma":[0.00316634,0.00009797357,0.0003529615,0.0005062222,0.0002322141,0.0002983419,0.0002933491,0.0003526673,0.0001861837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118915,"about_ca_system_score_gemma":0.0003582348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004615098,"about_ca_topic_score_gemma":0.006482417,"domain_scores_codex":[0.999734,0.00007029164,0.00002617347,0.000043534,0.00007336948,0.00005250531],"domain_scores_gemma":[0.9971426,0.0006555648,0.001241945,0.0001266067,0.0002958109,0.0005373699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009036914,0.00001361529,0.9978467,0.00000710569,0.00004602057,0.00001922632,0.000011221,0.00006032244,0.00005347091,0.000007468591,0.0000543257,0.001790108],"study_design_scores_gemma":[0.000003115793,0.00004773842,0.9994059,0.000006738462,0.00004519127,0.0001016204,0.00001896265,0.0002038951,0.00002839261,0.00002654505,0.0001099449,0.000001924963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968761,0.001961188,0.00008398788,0.0001535097,0.00001262269,0.000004484104,0.0002466162,0.000005285678,0.0006562521],"genre_scores_gemma":[0.999329,0.0002915832,0.00003814874,0.00001965792,0.00001546222,0.000001717064,0.000186255,0.000001137363,0.0001169448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004615098,"threshold_uncertainty_score":0.009176493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259772305975879,"score_gpt":0.2969614687750614,"score_spread":0.2643637457153026,"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."}}