{"id":"W4385622696","doi":"10.32635/2176-9745.rbc.1986v32n2.3249","title":"Lung Cancer – 1986","year":2023,"lang":"en","type":"article","venue":"Revista Brasileira de Cancerologia","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Lung cancer; Cancer; Medicine; Asbestos; Incidence (geometry); Cause of death; Disease; Breast cancer; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001811259,0.0001965906,0.0003901697,0.000106971,0.00009202486,0.00004151109,0.0001086506,0.0001202681,0.0006251623],"category_scores_gemma":[0.00008484528,0.0001551779,0.0001536395,0.0005197204,0.00006254156,0.00004701651,0.00005306809,0.0001195998,0.0002175788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007775338,"about_ca_system_score_gemma":0.0003871584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000408189,"about_ca_topic_score_gemma":0.00003527997,"domain_scores_codex":[0.9986767,0.00004179262,0.0002284973,0.0003609446,0.0002034585,0.0004885853],"domain_scores_gemma":[0.9991787,0.0000973702,0.0000799656,0.000372527,0.00006472927,0.0002066892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007636326,0.00005925049,0.9151675,0.0001960953,0.0001604915,0.0003075734,0.00006316837,0.00003868756,0.0006179776,0.0008314627,0.0761969,0.006284597],"study_design_scores_gemma":[0.001337988,0.0001358324,0.9789079,0.0002137131,0.0002304962,0.00004032763,0.00001990614,0.0006178774,0.0006209,0.000007939131,0.01772227,0.0001448488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897143,0.006041593,0.00001736203,0.001139216,0.0001940924,0.0004747137,0.0000562427,0.0003776556,0.001984809],"genre_scores_gemma":[0.9931183,0.00205273,0.0001094513,0.002306489,0.0003414213,0.000502653,0.00005876503,0.00003177501,0.001478351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06374047,"threshold_uncertainty_score":0.6845089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776015497075648,"score_gpt":0.3389197168465354,"score_spread":0.3111595618757789,"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."}}