{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007444903,0.0003626815,0.0003908106,0.0007942296,0.0003892859,0.0007965717,0.0004258395,0.0009704216,0.160931],"category_scores_gemma":[0.00192111,0.0002087069,0.0001621311,0.001955024,0.0004754379,0.0004827715,0.0003948631,0.0004727801,0.04578721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009554674,"about_ca_system_score_gemma":0.0009361798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01993562,"about_ca_topic_score_gemma":0.02940071,"domain_scores_codex":[0.9993293,0.000179624,0.00007763361,0.0001490971,0.0001596564,0.0001046563],"domain_scores_gemma":[0.9980779,0.0003696162,0.0005076701,0.00007927472,0.000430438,0.0005351231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007254066,0.0002065983,0.8786789,0.0002273805,0.00007741596,0.000496043,0.00008322924,0.00005338235,0.0007152432,0.000119948,0.05179753,0.06681877],"study_design_scores_gemma":[0.0001547064,0.0002429583,0.9549776,0.0003388454,0.00005722074,0.001071244,0.0001286379,0.0001998303,0.00006381098,0.00007486644,0.04268153,0.000008843656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5319247,0.01180812,0.0006943684,0.01350702,0.0008233264,0.0006379468,0.03573001,0.0002357729,0.4046388],"genre_scores_gemma":[0.6622201,0.00970004,0.001391827,0.00397958,0.001760593,0.00113423,0.02301551,0.000173251,0.2966249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.160931,"threshold_uncertainty_score":0.5383677,"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."}}