{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003621829,0.00009773264,0.0001618624,0.0007803389,0.0004010819,0.0005380823,0.0002473144,0.0003277627,0.001221361],"category_scores_gemma":[0.00207955,0.0001088707,0.0001449272,0.001374425,0.0003190986,0.0003674814,0.0003174231,0.0002305865,0.0002725566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008450526,"about_ca_system_score_gemma":0.0009552295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02851813,"about_ca_topic_score_gemma":0.04916681,"domain_scores_codex":[0.9996183,0.00007015895,0.00006244292,0.00007314519,0.00009053493,0.00008540179],"domain_scores_gemma":[0.998207,0.0001863388,0.001014178,0.00004841082,0.0002543661,0.0002896774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001289343,0.000004258794,0.9992349,0.000004378331,0.000004084845,0.00004830946,0.0000486497,0.00001196066,0.00004622779,0.000003728937,0.00004831113,0.0005322689],"study_design_scores_gemma":[9.059173e-7,0.00003063683,0.999088,0.0000041076,0.000002668155,0.0003532042,0.0003362617,0.00004618218,0.00001999336,0.000006340062,0.0001101145,0.000001543884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988668,0.0003054078,0.0000334536,0.0001038295,0.000003361848,0.00000522474,0.0003522192,0.000002724105,0.0003269693],"genre_scores_gemma":[0.9994445,0.0001289282,0.00003383788,0.00002381701,0.000004105763,0.000004881992,0.0002615505,0.000001039544,0.00009736088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851813,"threshold_uncertainty_score":0.05670428,"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."}}