{"id":"W4388185745","doi":"10.1183/13993003.congress-2023.pa3890","title":"Has the covid pandemic influenced the diagnosis of patients with lung cancer?","year":2023,"lang":"en","type":"article","venue":"Lung Cancer","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Referral; Retrospective cohort study; Stage (stratigraphy); Quarter (Canadian coin); Cancer; Pediatrics; Disease; Internal medicine; Family medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002256324,0.0001404118,0.0002507117,0.00006590981,0.0002296439,0.00001857664,0.0001717807,0.00006751128,0.000264439],"category_scores_gemma":[0.0002161131,0.00006728132,0.00005966219,0.0006548368,0.0001746463,0.00005929563,0.00005268806,0.0002550861,0.000004900704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004566806,"about_ca_system_score_gemma":0.001359092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01417293,"about_ca_topic_score_gemma":0.006303857,"domain_scores_codex":[0.9987097,0.00005540326,0.0002297833,0.0002074594,0.0004461274,0.0003514917],"domain_scores_gemma":[0.9986741,0.000445487,0.0001449942,0.0003972122,0.0001921714,0.0001460189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002435924,0.0000208376,0.9610003,0.0004140113,0.0001187824,0.000003286587,0.002660837,0.0003502055,0.00002778818,0.00001590594,0.03000852,0.005135961],"study_design_scores_gemma":[0.001333464,0.0001091032,0.9644113,0.0004486468,0.000238235,6.868639e-7,0.0001065522,0.0004085919,0.0001225012,0.00001382257,0.03271499,0.00009211383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578727,0.00288197,0.000009294872,0.03761574,0.0003134863,0.001026353,0.000120947,0.00008489714,0.00007457157],"genre_scores_gemma":[0.9839746,0.002310335,0.000003257101,0.01255462,0.0002064623,0.0006314414,0.00001546018,0.00002555785,0.0002782078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02610192,"threshold_uncertainty_score":0.9923918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05877271174007154,"score_gpt":0.4086830918203558,"score_spread":0.3499103800802843,"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."}}