{"id":"W7099430961","doi":"","title":"PII S0360-3016(99)00327-2 CLINICAL INVESTIGATION Large Bowel A POPULATION-BASED STUDY OF RECTAL CANCER: PERMANENT COLOSTOMY AS AN OUTCOME","year":2014,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colostomy; Colorectal cancer; Radiation therapy; Logistic regression; Odds ratio; Multivariate analysis; Medical record; Relative risk","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004802812,0.0001663052,0.0003103588,0.0000963706,0.00006832901,0.00002808808,0.0001280528,0.0001137684,0.0001773428],"category_scores_gemma":[0.00008430451,0.0001540618,0.00007071553,0.0001489881,0.00001395339,0.0001553371,0.00001747381,0.0001458187,0.00001900412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006660535,"about_ca_system_score_gemma":0.00003117965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007131708,"about_ca_topic_score_gemma":0.002295971,"domain_scores_codex":[0.9985076,0.0001520717,0.0006881636,0.000238166,0.0002106669,0.0002032976],"domain_scores_gemma":[0.9993048,0.00008701989,0.0001127915,0.0002656276,0.00009949673,0.0001303019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004309565,0.0002714113,0.8603696,0.00003753061,0.00004340377,8.478858e-7,0.0002558271,0.1361902,0.000192789,0.0002096996,0.0002038791,0.002181721],"study_design_scores_gemma":[0.002151302,0.0003619279,0.3977685,0.00001244412,0.00005485584,3.882182e-7,0.00009983282,0.5988629,0.0001134443,0.00003634249,0.0003593891,0.0001787059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957746,0.00004653538,0.002537693,0.00009544418,0.0003790713,0.0005217491,0.00001245712,0.0002506611,0.000381747],"genre_scores_gemma":[0.998474,0.00001162473,0.0008152145,0.0002705757,0.0001498259,0.00005736435,0.000112131,0.00003176491,0.00007752052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4626727,"threshold_uncertainty_score":0.6282459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791359476022194,"score_gpt":0.2968390249443743,"score_spread":0.2789254301841523,"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."}}