{"id":"W2113921950","doi":"10.1002/jso.21492","title":"Predictors of survival in patients with non‐curative stage IV cancer and malignant bowel obstruction","year":2010,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; Queen Elizabeth II Health Sciences Centre; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Performance status; Proportional hazards model; Palliative care; Internal medicine; Multivariate analysis; Stage (stratigraphy); Cohort; Cancer; Survival analysis; Bowel obstruction; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004017584,0.0002415663,0.0002508106,0.0004298452,0.0002958251,0.0004029158,0.0001947842,0.0004118919,0.002124338],"category_scores_gemma":[0.002663266,0.0001211886,0.0002341608,0.0004859415,0.0002634392,0.0003121381,0.0003536654,0.0004855634,0.0002530246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865092,"about_ca_system_score_gemma":0.0003194712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173417,"about_ca_topic_score_gemma":0.001803866,"domain_scores_codex":[0.9998264,0.00005139582,0.00002172501,0.00002145058,0.00003426143,0.0000449643],"domain_scores_gemma":[0.9983374,0.0004247336,0.0006674933,0.00003417316,0.0001069213,0.0004292544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008451199,0.000009541534,0.9992719,0.000004892706,0.000005730577,0.00005201273,0.00001322774,0.00002381423,0.00003038897,0.000002895791,0.00005525217,0.0004457965],"study_design_scores_gemma":[0.000009410751,0.000152436,0.9988927,0.000008800919,0.00001211257,0.0004560265,0.00008931065,0.0001832529,0.00002446351,0.00001880803,0.0001502665,0.000002471721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992391,0.0003247088,0.00003295545,0.00007237596,0.000008264282,0.000004387829,0.0001184621,0.000002458283,0.0001973337],"genre_scores_gemma":[0.9995882,0.0000776076,0.00003779822,0.0000169217,0.00001270858,0.000004394632,0.0001953887,6.033673e-7,0.00006638547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002124338,"threshold_uncertainty_score":0.007106602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394090364354123,"score_gpt":0.2953821884493269,"score_spread":0.2814412848057857,"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."}}