{"id":"W2588263979","doi":"10.1093/annonc/mdw391.06","title":"Wait times for diagnosis and treatment of lung cancer: a single centre experience","year":2016,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Referral; Lung cancer; Retrospective cohort study; Internal medicine; Cancer; Biopsy; Surgery; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005286706,0.0003578615,0.000516139,0.0004392074,0.001710319,0.001491098,0.0005334429,0.001070849,0.003480033],"category_scores_gemma":[0.002777237,0.0004272886,0.0005181775,0.0008495083,0.0004986312,0.0006218564,0.0008624989,0.001095084,0.0005789779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002502711,"about_ca_system_score_gemma":0.001833158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220409,"about_ca_topic_score_gemma":0.02246922,"domain_scores_codex":[0.9993861,0.0001084087,0.00005528209,0.0001033423,0.00008034443,0.0002665234],"domain_scores_gemma":[0.9973261,0.0004750771,0.0005013485,0.0000616325,0.0001763615,0.001459468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001843141,0.002802112,0.9067881,0.0001676526,0.0001206182,0.04091255,0.01000725,0.0009789915,0.003127858,0.0003867401,0.002215659,0.03064935],"study_design_scores_gemma":[0.0003088367,0.008137767,0.884347,0.0001837083,0.000173833,0.07318012,0.02509774,0.001400443,0.001109169,0.0004498568,0.005388378,0.0002231519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983183,0.0003926907,0.0001701518,0.0001593117,0.00001889667,0.00001853916,0.00007583579,0.000007118071,0.0008391398],"genre_scores_gemma":[0.9986675,0.0003460974,0.0001900821,0.0001480278,0.00003265733,0.00001290614,0.00009736947,0.00001120325,0.0004942334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01220409,"threshold_uncertainty_score":0.02426606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08030331435305532,"score_gpt":0.4092052998195316,"score_spread":0.3289019854664763,"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."}}