{"id":"W1999506718","doi":"10.1007/s10350-007-9047-9","title":"Use of Colonic Stents in Emergent Malignant Left Colonic Obstruction: A Markov Chain Monte Carlo Decision Analysis","year":2007,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Life expectancy; Perforation; Colostomy; Quality of life (healthcare); Surgery; Mortality rate; Decision analysis; Intensive care medicine; Population","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":[0.00649787,0.001003882,0.001754555,0.001551417,0.0006972974,0.001807834,0.001184977,0.001880353,0.004942153],"category_scores_gemma":[0.01685833,0.001095636,0.002328141,0.0009494238,0.001114007,0.001137118,0.0009131447,0.001666846,0.0001876197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004849327,"about_ca_system_score_gemma":0.004537964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02731318,"about_ca_topic_score_gemma":0.01501015,"domain_scores_codex":[0.9958938,0.003039812,0.00009759143,0.0002743228,0.0002889182,0.0004054956],"domain_scores_gemma":[0.9761823,0.02117762,0.00130425,0.000219917,0.0005714189,0.0005444901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003563655,0.00009229836,0.003316422,0.00004018109,0.0001299975,0.00009038756,0.000020318,0.9913746,0.00008198616,0.002456146,0.0001863808,0.001854951],"study_design_scores_gemma":[0.0001332848,0.0001849117,0.0009959006,0.00002713303,0.0001076356,0.00004220133,0.00002138357,0.9958528,0.00007944598,0.002370576,0.0001677502,0.00001690528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8587944,0.001863673,0.1237292,0.003543169,0.00009617012,0.0008353361,0.001269828,0.0001380083,0.009730254],"genre_scores_gemma":[0.9878117,0.0004366067,0.009720162,0.0002013771,0.00002767939,0.0002940327,0.0002490174,0.00001282447,0.001246614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02731318,"threshold_uncertainty_score":0.05430841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219703513718986,"score_gpt":0.2883189527688755,"score_spread":0.2663486013969769,"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."}}