{"id":"W1965540811","doi":"10.1016/j.acra.2011.06.005","title":"Screen-detected Lung Cancer","year":2011,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University Health Network","funders":"","keywords":"Medicine; Lung cancer; Stage (stratigraphy); Lung; Cancer; Adenocarcinoma; Cohort; Histology; Doubling time; Incidence (geometry); Retrospective cohort study; Internal medicine; Gastroenterology; Pathology; Radiology; Oncology; Cell; 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":[0.00041445,0.0003404967,0.0003553272,0.002402543,0.0005342695,0.00114511,0.0004815572,0.0007600387,0.01080407],"category_scores_gemma":[0.004720833,0.0001632225,0.0005869343,0.001431896,0.0002884934,0.000412463,0.0003788964,0.0005688973,0.001646764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009886487,"about_ca_system_score_gemma":0.001408733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01084945,"about_ca_topic_score_gemma":0.0188759,"domain_scores_codex":[0.9992418,0.0001484206,0.00008430539,0.0001039471,0.0002572053,0.0001642915],"domain_scores_gemma":[0.9986431,0.0003672767,0.0003491032,0.0000758138,0.0003173357,0.0002473429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004788811,0.0002023873,0.9359601,0.0002054825,0.0001310392,0.003834251,0.00007686025,0.0001385393,0.001501303,0.0005683349,0.01316964,0.04373312],"study_design_scores_gemma":[0.00005710381,0.000365344,0.9472885,0.0001552512,0.0003393921,0.02190566,0.00039687,0.0006933513,0.002416598,0.0006998768,0.02565872,0.00002335415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7880397,0.01746699,0.002149344,0.008597226,0.001144195,0.0002453356,0.01154494,0.0003554796,0.1704568],"genre_scores_gemma":[0.9853367,0.002410365,0.0008173168,0.001325626,0.0004863261,0.00003114,0.002518267,0.00002058105,0.007053823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01084945,"threshold_uncertainty_score":0.03614324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03399125226539429,"score_gpt":0.3271488829435337,"score_spread":0.2931576306781394,"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."}}