{"id":"W4394913775","doi":"10.1016/j.jpainsymman.2024.02.234","title":"Implementing a Clinical Pathway for Malignant Bowel Obstruction in Patients with Gynecologic Malignancies","year":2024,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Bowel obstruction; Gynecologic cancer; Oncology; Internal medicine; General surgery; Gastroenterology; Radiology; Cancer; Ovarian cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007917658,0.0002092588,0.000245009,0.0005846934,0.002576408,0.001804782,0.0005956821,0.001383221,0.00671952],"category_scores_gemma":[0.007503618,0.0001727803,0.0004038498,0.0003849335,0.0004459241,0.001038941,0.00161997,0.002411958,0.0006761428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264003,"about_ca_system_score_gemma":0.01199735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003648735,"about_ca_topic_score_gemma":0.01506928,"domain_scores_codex":[0.9989423,0.0003653013,0.0001420509,0.00007017451,0.0001679895,0.0003121767],"domain_scores_gemma":[0.996033,0.0004638521,0.0005666596,0.00004056836,0.0004679888,0.002427967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00043479,0.004211959,0.6707699,0.0008480089,0.0001093986,0.01781963,0.003511567,0.000973966,0.001323906,0.001866897,0.07293221,0.2251979],"study_design_scores_gemma":[0.0008046608,0.007076917,0.7696654,0.006517053,0.0002551526,0.04087697,0.04343573,0.005053725,0.001980971,0.01081566,0.1132763,0.0002414419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7129935,0.007785717,0.003518731,0.1763387,0.002152377,0.002378482,0.0004890451,0.0003268072,0.09401663],"genre_scores_gemma":[0.9499274,0.006410622,0.01660364,0.02013216,0.0008718473,0.0006057568,0.0005658614,0.00004692043,0.00483581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00671952,"threshold_uncertainty_score":0.02247906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868742908171413,"score_gpt":0.2939512178033953,"score_spread":0.2752637887216812,"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."}}