{"id":"W2008263368","doi":"10.1097/jto.0b013e318208c7da","title":"Spontaneous Smoking Cessation Before Lung Cancer Diagnosis","year":2011,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Smoking cessation; Lung cancer; Cancer; Nicotine; Internal medicine; Prostate cancer; Pathology","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":[0.0009403549,0.0001741578,0.0003989694,0.0004182001,0.0005528408,0.0004919905,0.0002155629,0.0004894445,0.003675405],"category_scores_gemma":[0.004837206,0.0001715899,0.0002353844,0.0002412441,0.0002226971,0.000356182,0.0005635846,0.0007527231,0.0007015999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207478,"about_ca_system_score_gemma":0.0004741069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402128,"about_ca_topic_score_gemma":0.002484621,"domain_scores_codex":[0.9992266,0.000261106,0.0000606984,0.0001106845,0.0002113821,0.0001294756],"domain_scores_gemma":[0.9970677,0.001435296,0.0003377214,0.0004016956,0.0002877021,0.0004698085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02536466,0.005070839,0.8216222,0.0002593514,0.0001929622,0.001411932,0.0008951168,0.0002947692,0.02078377,0.0008080882,0.004257772,0.1190386],"study_design_scores_gemma":[0.0003329374,0.008479881,0.967449,0.00005123852,0.00009873847,0.001235027,0.0004076574,0.001266661,0.010879,0.0008011886,0.008968245,0.00003045032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900506,0.0008188007,0.0009534642,0.0003103644,0.0002512228,0.0003262762,0.001127498,0.00009384262,0.006067794],"genre_scores_gemma":[0.9967266,0.0001369996,0.0002712659,0.0001146656,0.0000680194,0.0001205377,0.0007494618,0.000007779258,0.001804648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003675405,"threshold_uncertainty_score":0.01229542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04655709024756718,"score_gpt":0.4157680065210333,"score_spread":0.3692109162734661,"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."}}