{"id":"W2802650658","doi":"10.1200/jop.17.00029","title":"Perceptions of Continued Smoking and Smoking Cessation Among Patients With Cancer","year":2018,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Smoking cessation; Quality of life (healthcare); Cancer; Lung cancer; Odds ratio; Disease; Internal medicine; Demography; 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":[0.001001629,0.0001643981,0.0002488256,0.0003723344,0.0005009173,0.0008823044,0.0002137754,0.0004414742,0.002099715],"category_scores_gemma":[0.004801335,0.0001460411,0.0004722803,0.0003654146,0.0005457035,0.0003967641,0.0005258567,0.0006666686,0.0001057659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009212365,"about_ca_system_score_gemma":0.0009482512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03960807,"about_ca_topic_score_gemma":0.0589732,"domain_scores_codex":[0.9993082,0.0002244251,0.00005690921,0.0000468565,0.0002422505,0.0001211831],"domain_scores_gemma":[0.9965922,0.0007101957,0.001505418,0.0000630447,0.0003905107,0.0007385223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004825782,0.00004277347,0.9956578,0.00002462426,0.00005489269,0.00003368024,0.00128129,0.00002691424,0.0001250453,0.00001341437,0.0001198685,0.002571447],"study_design_scores_gemma":[0.000005141114,0.0001154836,0.9974903,0.00002436304,0.00003109938,0.00008068597,0.001826095,0.0001043566,0.00002924993,0.00001689869,0.0002704548,0.000005879259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998408,0.0005047022,0.00004025877,0.0003405322,0.000007575689,0.000007748969,0.00005220645,0.000001691952,0.0006371785],"genre_scores_gemma":[0.999683,0.000132283,0.00002045647,0.00005482701,0.000005309516,0.000002052732,0.00002913166,2.749484e-7,0.00007255798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03960807,"threshold_uncertainty_score":0.07875502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060384093515955,"score_gpt":0.3631983727892753,"score_spread":0.3425945318541158,"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."}}