{"id":"W2322844138","doi":"10.1155/2003/729635","title":"The Descriptive Epidemiology of Primary Lung Cancer in an Alberta Cohort with a Mutivariate Analysis of Survival to Two Years","year":2003,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Alberta Cancer Foundation; University of Alberta","funders":"","keywords":"Medicine; Epidemiology; Lung cancer; Cohort; Cancer survival; Cohort study; Survival analysis; Oncology; Environmental health; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006180886,0.0002824388,0.0002163728,0.001865272,0.0009359479,0.0005915553,0.0007164603,0.0002516917,0.001139023],"category_scores_gemma":[0.001082895,0.0002207869,0.0004994042,0.002504813,0.0003105883,0.0001733366,0.0005993707,0.0002765995,0.0001461317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005977757,"about_ca_system_score_gemma":0.006808637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9356866,"about_ca_topic_score_gemma":0.9330459,"domain_scores_codex":[0.9995497,0.00003516259,0.00002112932,0.00006952161,0.0001845224,0.0001399761],"domain_scores_gemma":[0.9992373,0.00005514881,0.0001653918,0.00006783976,0.0002978111,0.0001766169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005215355,0.00000898059,0.9981653,0.000006809968,0.00002813873,0.00009552904,0.0001024393,0.0001218543,0.0001356866,0.00002846246,0.000228704,0.001025996],"study_design_scores_gemma":[0.000002374636,0.00001503848,0.9991918,0.000003850242,0.00001440626,0.00008613767,0.0002057846,0.0001904407,0.00002254013,0.00001015605,0.0002545998,0.000002933906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957004,0.0002602747,0.0001748128,0.0000569712,0.000004900732,0.00002828117,0.00270534,0.00001129203,0.001057731],"genre_scores_gemma":[0.9967042,0.0001925651,0.0001854949,0.00001859025,0.000003675406,0.00001424532,0.002371443,0.000002859767,0.0005070338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06431341,"threshold_uncertainty_score":0.1293843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176328187881397,"score_gpt":0.350292949493084,"score_spread":0.31852966761427,"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."}}