{"id":"W3137401293","doi":"10.1503/cjs.013319","title":"Wait times in the management of non–small cell lung carcinoma before, during and after regionalization of lung cancer care: a high-resolution analysis","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; NOSM University; University of Toronto; Health Sciences North; Laurentian University; Trillium Health Centre","funders":"","keywords":"Medicine; Lung cancer; Hazard ratio; Multivariate analysis; Internal medicine; Palliative care; Cancer; Proportional hazards model; Carcinoma; Lung; Quality of life (healthcare); Oncology; Radiology; Confidence interval; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004138462,0.000424767,0.0006804104,0.001800671,0.0003836052,0.001173162,0.001150725,0.0005712705,0.002434403],"category_scores_gemma":[0.01076264,0.0003993343,0.003347258,0.003133045,0.0002405584,0.001085492,0.001220102,0.001194976,0.0002843252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167188,"about_ca_system_score_gemma":0.001193643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02457109,"about_ca_topic_score_gemma":0.01516231,"domain_scores_codex":[0.9981031,0.0005816488,0.0002516333,0.0004764413,0.000230357,0.0003567156],"domain_scores_gemma":[0.9870694,0.006149871,0.004594689,0.0007373071,0.0006264565,0.0008223055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004933285,0.00004842607,0.995099,0.00004469799,0.0006272369,0.00004394299,0.00008490703,0.001392943,0.00005593893,0.00006694809,0.0002754062,0.001767184],"study_design_scores_gemma":[0.00003260601,0.0002057374,0.9852365,0.00002187697,0.0003569663,0.0001329536,0.0003748762,0.01296703,0.0000792641,0.0001089176,0.0004660129,0.00001721672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961438,0.0005989238,0.0005778136,0.00008697041,0.0000108174,0.00001931138,0.002371376,0.00001610582,0.000174915],"genre_scores_gemma":[0.9973198,0.0001278311,0.0003833765,0.00001986196,0.0000120671,0.00003061711,0.001987149,0.000008512294,0.0001109675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9754289,"threshold_uncertainty_score":0.04885614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009208286138867516,"score_gpt":0.227370034123782,"score_spread":0.2181617479849145,"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."}}