{"id":"W4309664833","doi":"10.1136/bmjgast-2022-001022","title":"Measurement of clinical delay intervals among younger adults with colorectal cancer using health administrative data: a population-based analysis","year":2022,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Cancer Care Ontario","keywords":"Medicine; Population; Confidence interval; Colorectal cancer; Cohort; Stage (stratigraphy); Retrospective cohort study; Pediatrics; Diagnosis code; Cohort study; Disease; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002454554,0.0001692271,0.001011806,0.0002224504,0.000165602,0.00001929,0.0003554191,0.00004666985,0.0002477499],"category_scores_gemma":[0.0001182662,0.0001473161,0.0001583842,0.0004941027,0.00009877273,0.0001456224,0.000398506,0.0003338296,2.66072e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004378865,"about_ca_system_score_gemma":0.0008912403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02468409,"about_ca_topic_score_gemma":0.0923027,"domain_scores_codex":[0.9966622,0.0008755975,0.0009542516,0.0006151983,0.0005914757,0.0003012794],"domain_scores_gemma":[0.9980473,0.00004989428,0.0009774319,0.0005050676,0.0002535206,0.000166819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09535485,0.0003158208,0.8973118,0.0000439158,0.001259022,0.00002302576,0.0001326305,0.004507506,0.00001664234,6.189723e-7,0.0001354087,0.0008987744],"study_design_scores_gemma":[0.004301639,0.02366233,0.9160008,0.0001566547,0.0008820714,0.00006424765,0.0004078629,0.05437772,0.0000274988,5.873338e-7,0.00003379978,0.00008477057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991851,0.00004567926,0.004694207,0.0008476851,0.0002252917,0.002016918,0.0002723912,0.00002087175,0.00002590165],"genre_scores_gemma":[0.9960145,0.000002097367,0.002258635,0.0007943864,0.00008069997,0.0004661765,0.0003568952,0.00001847734,0.000008107655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09105321,"threshold_uncertainty_score":0.9818106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1895838388075013,"score_gpt":0.4636480961509774,"score_spread":0.2740642573434761,"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."}}