{"id":"W3049275172","doi":"10.1186/s12885-020-07195-4","title":"Gender differences in stage at diagnosis and preoperative radiotherapy in patients with rectal cancer","year":2020,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"European Regional Development Fund; Red de Investigación en Servicios de Salud en Enfermedades Crónicas; Osasun Saila, Eusko Jaurlaritzako","keywords":"Medicine; Surgical oncology; Radiation therapy; Colorectal cancer; Referral; Stage (stratigraphy); Odds ratio; Confidence interval; Comorbidity; Cancer; Prospective cohort study; Cohort study; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002819976,0.0001872311,0.0003933367,0.00005457868,0.00002756411,0.00001298864,0.0000442463,0.00005792164,0.001437581],"category_scores_gemma":[0.00002022221,0.000129851,0.00002948941,0.0002999838,0.00006924235,0.00008373999,0.0000374475,0.0001312206,0.000001907826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007355334,"about_ca_system_score_gemma":0.0001684585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816159,"about_ca_topic_score_gemma":0.01262229,"domain_scores_codex":[0.9988797,0.00005818315,0.0001734779,0.00041151,0.0002449856,0.0002321223],"domain_scores_gemma":[0.9995967,0.00007504624,0.00005054935,0.00008864964,0.00003666704,0.0001524415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003574695,0.0001555984,0.9902728,0.00007996502,0.00007160043,0.00001997662,0.002697028,0.00003894221,0.00001906713,0.000002708129,0.0000923161,0.002975349],"study_design_scores_gemma":[0.007383561,0.0007039742,0.9904428,0.0001491486,0.00002692636,3.602745e-7,0.0000669039,0.000201468,0.0003046736,0.000001287903,0.0005619992,0.0001569447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937927,0.00431536,0.000004072172,0.0004515911,0.0000631393,0.00096081,0.0000897709,0.00002017024,0.000302419],"genre_scores_gemma":[0.99598,0.001782042,0.0001285373,0.0006570875,0.00006750405,0.0010933,0.000008727751,0.00002365518,0.0002591262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01080613,"threshold_uncertainty_score":0.9994752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05621323933426758,"score_gpt":0.3048210678195928,"score_spread":0.2486078284853253,"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."}}