{"id":"W2235391381","doi":"10.1158/1055-9965.epi-15-0257","title":"Systematic Review of Tobacco Use after Lung or Head/Neck Cancer Diagnosis: Results and Recommendations for Future Research","year":2015,"lang":"en","type":"review","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; Cancer Research Society; American Association for Cancer Research","keywords":"CINAHL; Medicine; PsycINFO; MEDLINE; Lung cancer; Tobacco use; Cancer; Systematic review; Cochrane Library; Prevalence; Physical therapy; Environmental health; Family medicine; Meta-analysis; Epidemiology; Internal medicine; Population; Psychiatry; Psychological intervention","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01934103,0.002243125,0.0131115,0.01331489,0.0008492606,0.004230304,0.00297774,0.00249008,0.008726967],"category_scores_gemma":[0.06422424,0.001517472,0.01048031,0.0156644,0.001268167,0.004365318,0.002141475,0.001877589,0.0008194591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007643509,"about_ca_system_score_gemma":0.0264293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01759621,"about_ca_topic_score_gemma":0.05372402,"domain_scores_codex":[0.9874398,0.004357663,0.005066246,0.000755736,0.001949176,0.0004313882],"domain_scores_gemma":[0.9633688,0.02421105,0.006293421,0.0006775378,0.004955961,0.0004933332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000889763,0.00001154784,0.0002849931,0.9603474,0.005641543,0.00007198322,0.0001361857,0.00005724316,0.0000819127,0.0002542092,0.002114872,0.03090905],"study_design_scores_gemma":[0.0001230227,0.00007677505,0.001589721,0.9375493,0.04150146,0.0001419434,0.000205563,0.00004814702,0.00008529028,0.0004208509,0.01823459,0.00002332311],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002999407,0.9977704,0.0001482208,0.0006162357,0.0002040222,0.0003976892,0.000318665,0.00001108846,0.0002337472],"genre_scores_gemma":[0.003578906,0.9939197,0.0007217426,0.0007352673,0.00007603774,0.0006142349,0.0001885604,0.000007019071,0.0001584672],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01934103,"threshold_uncertainty_score":0.1022864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3655131979397105,"score_gpt":0.5630072188202556,"score_spread":0.1974940208805451,"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."}}