{"id":"W4387297178","doi":"10.1097/dcr.0000000000002922","title":"Anal Cancers in Previously Screened Versus Unscreened Patients: Tumor Stage and Treatment Outcomes","year":2023,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Princess Margaret Cancer Centre; Mount Sinai Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Internal medicine; Stage (stratigraphy); Surgical oncology; Odds ratio; Anal cancer; Radiation therapy; Cohort; Cancer; Oncology; Surgery","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":[0.0007985172,0.0002180339,0.0003094247,0.0007725875,0.0003801285,0.0007620339,0.0003693612,0.0005496062,0.001600483],"category_scores_gemma":[0.003317458,0.0001754382,0.0006461309,0.000802675,0.000321607,0.0006457914,0.0004774839,0.0006687476,0.0001267221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009491195,"about_ca_system_score_gemma":0.0006826327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214044,"about_ca_topic_score_gemma":0.01894917,"domain_scores_codex":[0.9995756,0.00007536086,0.00003674645,0.00009386426,0.0000921967,0.0001262448],"domain_scores_gemma":[0.9977071,0.0003820131,0.001176278,0.00007315017,0.0001602107,0.0005012039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002207387,0.00003899819,0.9989616,0.000006690856,0.00003865738,0.00003710012,0.00003447646,0.00003159893,0.0000347773,0.000007022497,0.00003932464,0.000549012],"study_design_scores_gemma":[0.0000206234,0.0002243917,0.9990958,0.00001106923,0.00004734247,0.000174059,0.0001489994,0.0001569942,0.00003085796,0.0000198589,0.00006577434,0.00000420677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994149,0.0002274146,0.00001464552,0.00002692496,0.000004699275,0.000006325254,0.0001331489,6.9871e-7,0.0001711485],"genre_scores_gemma":[0.99967,0.00005867829,0.00001268484,0.00001582821,0.000006402058,0.000003502743,0.0001774684,5.16234e-7,0.00005481114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214044,"threshold_uncertainty_score":0.02413958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260057090644853,"score_gpt":0.2808022881307749,"score_spread":0.2582017172243264,"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."}}