{"id":"W3095319519","doi":"10.1080/24745332.2020.1819175","title":"Management of screen-detected lung nodules: A Canadian partnership against cancer guidance document","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Dalhousie University; Sinai Health System; Princess Margaret Cancer Centre; Canadian Partnership Against Cancer; Lunenfeld-Tanenbaum Research Institute; University of Calgary; University of Ottawa; McGill University; Toronto General Hospital; Brock University; McMaster University; University of British Columbia; St. Joseph’s Healthcare Hamilton; University of Toronto; Ottawa Hospital; University Health Network; BC Cancer Agency","funders":"","keywords":"Medicine; Lung cancer screening; Lung cancer; Health care; General partnership; Nodule (geology); Multidisciplinary approach; Medical physics; Radiology; Pathology; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002535533,0.0002389064,0.0006320598,0.0003037776,0.0001289041,0.00002145408,0.0001571855,0.0001085616,0.0003630966],"category_scores_gemma":[0.0002760574,0.0001871301,0.0001239872,0.000324142,0.0004074754,0.00009074937,0.00001398973,0.0003034526,0.000002334266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008591768,"about_ca_system_score_gemma":0.001643476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03127711,"about_ca_topic_score_gemma":0.1204259,"domain_scores_codex":[0.9980462,0.00007887727,0.000659996,0.0002806977,0.0004326043,0.0005015825],"domain_scores_gemma":[0.9951211,0.0000863918,0.0001277467,0.0002177453,0.0007067906,0.003740207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001037151,0.0001117834,0.5415695,0.01184927,0.003447846,0.03896038,0.01366433,0.00009809386,0.000448802,0.009132592,0.07716928,0.302511],"study_design_scores_gemma":[0.02539412,0.01649385,0.3137814,0.02545252,0.00951069,0.0002812123,0.02622424,0.0001827975,0.003668244,0.0001969751,0.5773037,0.001510305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5578034,0.3562572,0.0001160321,0.070868,0.0007674798,0.001009317,0.000191279,0.00002348551,0.01296382],"genre_scores_gemma":[0.9867402,0.0007697755,0.0002252594,0.01161082,0.0005867982,0.00001864255,0.000008158614,0.00002745949,0.00001283257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5001344,"threshold_uncertainty_score":0.9751737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312397898796022,"score_gpt":0.3252448157213344,"score_spread":0.2921208367333742,"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."}}