{"id":"W2066389716","doi":"10.1016/j.cct.2011.07.003","title":"The National Lung Screening Trial's Endpoint Verification Process: Determining the cause of death","year":2011,"lang":"en","type":"review","venue":"Contemporary Clinical Trials","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; U.S. Public Health Service; National Institutes of Health","keywords":"Medicine; Concordance; Cause of death; Lung cancer; Death certificate; Lung cancer screening; Clinical endpoint; National Lung Screening Trial; Cancer; Intensive care medicine; Randomized controlled trial; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02055945,0.0004486435,0.003995793,0.00009373335,0.0002243291,0.00006502177,0.0004751327,0.00044978,0.00004971071],"category_scores_gemma":[0.02273161,0.0001975668,0.002137578,0.0002305,0.0002345209,0.0001015744,0.00008639708,0.000626421,0.00001818912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520172,"about_ca_system_score_gemma":0.002569678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001409703,"about_ca_topic_score_gemma":0.000001898469,"domain_scores_codex":[0.9897901,0.00342862,0.005278042,0.0006364328,0.0006245144,0.0002423171],"domain_scores_gemma":[0.9688209,0.02488579,0.004741003,0.0008081571,0.0005601801,0.0001839696],"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":[0.009131776,0.0007902356,0.001637035,0.003810161,0.004155808,0.00001121627,0.00007483119,8.974349e-8,1.536106e-8,0.0006302467,0.01035364,0.9694049],"study_design_scores_gemma":[0.02320495,0.0008721862,0.0008275193,0.0112461,0.004802175,0.000005610526,0.00002116353,0.000007521481,0.00000243588,0.0001472442,0.9586406,0.0002224608],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006077799,0.9879624,0.00003500999,0.000413137,0.001032139,0.007718035,0.0001372341,0.00004165588,0.002599667],"genre_scores_gemma":[0.006842935,0.9887114,0.00009244048,0.0002104599,0.001905057,0.001670662,0.0002413223,0.00006318709,0.0002625253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9691825,"threshold_uncertainty_score":0.9855003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7330271611770856,"score_gpt":0.5946070574099521,"score_spread":0.1384201037671334,"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."}}