{"id":"W4249406782","doi":"10.1158/1538-7445.am2019-sy26-02","title":"Abstract SY26-02: <i>Sherlock-Lung</i>: Tracing lung cancer mutational processes in never smokers","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Lung cancer; Medicine; Cancer; Carcinogenesis; Adenocarcinoma; Oncology; Etiology; Lung; Internal medicine; Bioinformatics; Biology","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":[0.001027314,0.0004267754,0.0003338,0.0007945619,0.0004242469,0.0005434135,0.0006732643,0.0006484752,0.007992394],"category_scores_gemma":[0.001286524,0.0003292585,0.0004379652,0.0005250921,0.0002901072,0.0003842448,0.0005184258,0.0005594483,0.003179085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068864,"about_ca_system_score_gemma":0.0004554255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532564,"about_ca_topic_score_gemma":0.00458426,"domain_scores_codex":[0.9996657,0.00006078586,0.0000168645,0.0001000585,0.0001140906,0.00004246217],"domain_scores_gemma":[0.9990335,0.00028256,0.0001463736,0.0001708352,0.0002351543,0.0001315674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001898727,0.0005237676,0.1643187,0.0008466043,0.0003062346,0.0005067585,0.0004937563,0.01543376,0.4529432,0.005346924,0.1291861,0.2281956],"study_design_scores_gemma":[0.0002053736,0.001757591,0.0955884,0.0001220545,0.0002026275,0.001638215,0.0002681759,0.1951409,0.5878198,0.003686437,0.1132962,0.000274199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6900833,0.002759476,0.1817342,0.002605831,0.0009178195,0.0007490178,0.04126532,0.04907794,0.0308071],"genre_scores_gemma":[0.7327262,0.0009737802,0.2013763,0.001801399,0.0001548721,0.0007803541,0.03028079,0.003294819,0.02861159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007992394,"threshold_uncertainty_score":0.02673721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611650455811295,"score_gpt":0.3726034955646355,"score_spread":0.3464869910065226,"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."}}