{"id":"W4309202959","doi":"10.1111/codi.16417","title":"Demographics, pattern of practice and clinical outcomes in rectal squamous cell carcinoma","year":2022,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Univariate analysis; Incidence (geometry); Colorectal cancer; Confidence interval; Cumulative incidence; Retrospective cohort study; Demographics; Gastroenterology; Cancer; Multivariate analysis; Cohort; Demography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004169923,0.0001824586,0.0004606652,0.0002134644,0.00009698149,0.000009577448,0.0001169903,0.00005389253,0.0001579151],"category_scores_gemma":[0.0006924074,0.0001693323,0.0002903018,0.0003776998,0.0001885603,0.00008299295,0.0003101482,0.0004734919,0.000004005291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006888249,"about_ca_system_score_gemma":0.0002245732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002953628,"about_ca_topic_score_gemma":0.000092223,"domain_scores_codex":[0.9981305,0.0002921573,0.0005048212,0.0004141416,0.0003886806,0.0002696751],"domain_scores_gemma":[0.9984882,0.0006411111,0.0001620075,0.0002131145,0.00008058307,0.0004149974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003081999,0.001759592,0.9909431,0.0001089628,0.00002230155,0.001008089,0.0002398496,0.000002561453,0.0002320054,0.00002230161,0.0001780031,0.002401282],"study_design_scores_gemma":[0.0027913,0.002160321,0.99277,0.000008474487,0.0002740681,0.00005331161,0.0008495889,0.0004876311,0.00006728344,0.00005160785,0.0003107897,0.0001755893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959738,0.0009893322,0.000002810111,0.0009032842,0.0002292148,0.0005206295,0.0001088093,0.00003238338,0.001239794],"genre_scores_gemma":[0.9988517,0.00002765906,0.00003296459,0.0007421511,0.00005545172,0.00006770996,0.00004383343,0.00002465028,0.0001539249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002877912,"threshold_uncertainty_score":0.6905173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520639685117312,"score_gpt":0.2909436913635368,"score_spread":0.2757372945123636,"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."}}