{"id":"W2073495727","doi":"10.1111/codi.12666","title":"Long‐term outcome of stenting as a bridge to surgery for acute left‐sided malignant colonic obstruction","year":2014,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Endoscopic stenting; Surgery; Intensive care unit; Survival rate; Stent; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002440804,0.0002764021,0.0007440796,0.0001970699,0.00009740408,0.00002664343,0.0001129448,0.00008703498,0.0001623904],"category_scores_gemma":[0.00130719,0.000245293,0.0005565991,0.0002760543,0.00008550353,0.0001000962,0.0001043101,0.00009236408,0.00006391139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002928727,"about_ca_system_score_gemma":0.0002072762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007709498,"about_ca_topic_score_gemma":0.0000669893,"domain_scores_codex":[0.9979588,0.0000725795,0.0005814116,0.0005221919,0.0003789146,0.0004860711],"domain_scores_gemma":[0.9979459,0.0005248722,0.0002076783,0.0003505469,0.0002213811,0.0007496238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01081952,0.0003727626,0.9757501,0.0003418665,0.0003510389,0.0001836397,0.00009211181,0.000007011922,0.003655541,0.000077021,0.0002212862,0.008128131],"study_design_scores_gemma":[0.002027148,0.0009940963,0.9900189,0.0002472134,0.0008804245,0.00005651759,0.000006720774,0.0001831108,0.00507921,0.0001414588,0.0001286905,0.0002365202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963784,0.00009514851,0.0002251529,0.0003415837,0.0007083822,0.001764094,0.0001311604,0.0001163549,0.0002397184],"genre_scores_gemma":[0.9982244,0.00001230125,0.0001527418,0.0003255951,0.0001587245,0.000342205,0.0001795536,0.00005252597,0.0005519856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01426882,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03496974186012424,"score_gpt":0.3328846520345376,"score_spread":0.2979149101744133,"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."}}