{"id":"W1904917079","doi":"10.1164/rccm.200301-144oc","title":"Lung Cancer Screening","year":2003,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Sputum; Atypia; Lung cancer; Lung cancer screening; Cancer; Bronchoscopy; Carcinoma; Carcinoma in situ; Radiology; Lung; Pathology; Nuclear medicine; Internal medicine","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":[0.0005303154,0.0002522644,0.0005139746,0.00121806,0.0005413317,0.0004775702,0.0003147976,0.0005524157,0.01306995],"category_scores_gemma":[0.001398515,0.0001142025,0.0003077853,0.0005391928,0.0001640528,0.0002167775,0.0003671336,0.000334069,0.004058894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475534,"about_ca_system_score_gemma":0.0006865721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004226861,"about_ca_topic_score_gemma":0.005295041,"domain_scores_codex":[0.9995027,0.000122958,0.0000334559,0.00009055563,0.0001668533,0.00008350064],"domain_scores_gemma":[0.9993936,0.00009192174,0.000073749,0.00004962061,0.0002259107,0.0001651777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004639793,0.0007058938,0.4531352,0.0004696201,0.0001046733,0.001318234,0.0001267028,0.0002392863,0.009116757,0.001174812,0.04591913,0.4872257],"study_design_scores_gemma":[0.0001685042,0.001910801,0.7948956,0.000492654,0.0001827905,0.011991,0.0002684861,0.001218294,0.009426097,0.001002106,0.1784005,0.00004306319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6181635,0.04358672,0.01835291,0.01034737,0.001261575,0.004684132,0.0161672,0.002441003,0.2849957],"genre_scores_gemma":[0.8817029,0.01182673,0.01033569,0.003313194,0.0005494747,0.0009223292,0.006207205,0.00005262493,0.08508968],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01306995,"threshold_uncertainty_score":0.04372334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156789842108509,"score_gpt":0.3637612303040074,"score_spread":0.3421933318829223,"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."}}