{"id":"W4304116306","doi":"10.1097/ncq.0000000000000661","title":"Management of Malignant Bowel Obstruction","year":2022,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Bowel obstruction; Gynecologic oncology; Colorectal cancer; Patient care; Nursing; Cancer; Intensive care medicine; Medical emergency; Oncology; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0003718604,0.00006160515,0.0002180702,0.00008113774,0.0001159249,0.00000385189,0.00007118597,0.00001802803,0.0001444565],"category_scores_gemma":[0.00002297724,0.00005064752,0.0001680363,0.0001316032,0.00004569909,0.00003513132,0.00002053969,0.0002365842,8.770278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216758,"about_ca_system_score_gemma":0.00005839294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002420779,"about_ca_topic_score_gemma":2.60247e-7,"domain_scores_codex":[0.9987608,0.0001118398,0.0004700501,0.00007143994,0.000486805,0.00009909877],"domain_scores_gemma":[0.9991701,0.00002862099,0.0003571238,0.000114092,0.0002615037,0.00006861288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01034745,0.004696676,0.05131114,0.004321899,0.0009525389,0.003385856,0.04780248,0.001086196,0.09474523,0.02332314,0.01738626,0.7406411],"study_design_scores_gemma":[0.002892366,0.004582596,0.7235141,0.003553308,0.0009216149,0.007566142,0.2241376,0.00003574257,0.01460495,0.003700643,0.01419658,0.0002943521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925755,0.0006250362,0.0001035376,0.00153756,0.00131766,0.00008059447,0.0000114114,0.000007068203,0.003741683],"genre_scores_gemma":[0.9962421,0.00001798669,0.00317694,0.0000697613,0.0001901528,0.000001227945,0.000004568607,0.000006491291,0.0002907567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7403468,"threshold_uncertainty_score":0.2065346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06260480546519799,"score_gpt":0.3904800383277336,"score_spread":0.3278752328625357,"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."}}