{"id":"W2167402684","doi":"10.14740/wjon897w","title":"Thoracoscore and European Society Objective Score Fail to Predict Mortality in the UK","year":2015,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Population; Risk of mortality; Internal medicine; Confidence interval; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00128785,0.00009133978,0.0003075941,0.00007397123,0.00003025923,0.00001314059,0.00009315318,0.00002865104,0.00001913528],"category_scores_gemma":[0.00008063776,0.00005154114,0.00008873195,0.0002069694,0.00007066046,0.00004343202,0.00004220381,0.0002892762,0.000005029637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000544462,"about_ca_system_score_gemma":0.0003258874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000724091,"about_ca_topic_score_gemma":0.001143734,"domain_scores_codex":[0.9990007,0.0002227261,0.0002877409,0.0001172283,0.0002261534,0.0001455105],"domain_scores_gemma":[0.9992539,0.0001274015,0.0001615502,0.0001302749,0.0001440856,0.0001828319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002672377,0.0003049478,0.9301088,0.00001423297,0.0001826746,0.0007341025,0.006919871,0.00001951885,0.00002701283,0.00008470743,0.04827484,0.01306199],"study_design_scores_gemma":[0.002862931,0.002845002,0.9512801,0.0001504369,0.0002397162,0.0004277689,0.00210522,0.000006240515,0.00005166624,0.0001446039,0.03983551,0.00005082075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761215,0.0009026476,0.00003302275,0.01001449,0.0002486403,0.0002625572,0.000003639262,0.000004251422,0.01240919],"genre_scores_gemma":[0.9955263,0.0001906997,0.0005520565,0.003165886,0.0003956007,0.000007801334,0.000001332588,0.000008667083,0.0001516501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02117122,"threshold_uncertainty_score":0.2101787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06107208581176747,"score_gpt":0.3699077713616249,"score_spread":0.3088356855498574,"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."}}