{"id":"W4383340852","doi":"10.1016/j.jtho.2023.07.004","title":"Integrating Smoking Cessation Into Low-Dose Computed Tomography Lung Cancer Screening: Results of the Ontario, Canada Pilot","year":2023,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Northeast Cancer Centre; Public Health Ontario; Ontario Institute for Cancer Research; Champlain Regional College; Lakeridge Health; Ottawa Hospital; McMaster University; Brock University; Health Sciences North; University of Toronto; Cancer Care Ontario","funders":"Ontario Ministry of Health and Long-Term Care; Ministry of Health, Ontario","keywords":"Medicine; Lung cancer screening; Smoking cessation; Computed tomography; Lung cancer; Environmental health; Radiology; Oncology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003259799,0.0005346799,0.0007091928,0.0006185083,0.004319728,0.001849927,0.001647501,0.001226655,0.001825827],"category_scores_gemma":[0.006376044,0.0005350829,0.001072401,0.002542102,0.001491648,0.0006154786,0.001392133,0.00141212,0.0003355182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08773921,"about_ca_system_score_gemma":0.2669716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984854,"about_ca_topic_score_gemma":0.9992368,"domain_scores_codex":[0.9960742,0.0006613589,0.0001653983,0.0002844821,0.001773801,0.001040777],"domain_scores_gemma":[0.9911516,0.0007480712,0.0004869972,0.0002689582,0.004743069,0.002601159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008676823,0.006566813,0.7891792,0.001089026,0.0006646584,0.0008128605,0.007108572,0.002699438,0.003632462,0.001367847,0.03126359,0.1469387],"study_design_scores_gemma":[0.001311261,0.00137708,0.9802368,0.0001643627,0.0004940834,0.00008277154,0.003750664,0.001270579,0.0005393755,0.0001431649,0.01055582,0.00007405208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637982,0.001908054,0.0005721227,0.008449582,0.0001794528,0.002265042,0.007195908,0.00009905211,0.0155326],"genre_scores_gemma":[0.9786254,0.002960734,0.003429404,0.002285168,0.00007078588,0.0006258207,0.003115326,0.00006505205,0.008822427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08773921,"threshold_uncertainty_score":0.6365955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639988353035867,"score_gpt":0.3802452723197343,"score_spread":0.3538453887893756,"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."}}