{"id":"W3048886087","doi":"10.1007/978-3-319-65942-8_47","title":"Colonic Conditions: Volvulus","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Perforation; Volvulus; Surgery; Bowel obstruction; Anastomosis; General 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":[0.000140684,0.0008022185,0.0006075291,0.001437317,0.0008646231,0.001443966,0.0005225069,0.001404186,0.03270831],"category_scores_gemma":[0.0006577822,0.0001925884,0.0003713927,0.0008411602,0.001181211,0.001284325,0.002157938,0.001901432,0.0106932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005195965,"about_ca_system_score_gemma":0.0006448796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141434,"about_ca_topic_score_gemma":0.003962814,"domain_scores_codex":[0.9998837,0.00002567619,0.00000730887,0.00001525652,0.00003804711,0.00003006002],"domain_scores_gemma":[0.9998928,0.00004628973,0.00001007561,0.000007063921,0.00001424544,0.00002933224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007150988,0.00007985686,0.0003516789,0.0009613785,0.00001208362,0.005906166,0.0006843494,0.0004908827,0.0009795765,0.09355593,0.5995229,0.2973837],"study_design_scores_gemma":[0.000005714762,0.00002638249,0.0003937423,0.0004638861,0.000004359153,0.005197407,0.000156757,0.00005479612,0.00007586192,0.009600273,0.9840125,0.000008236025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002241094,0.1653213,0.001732991,0.005527945,0.01485889,0.0000559117,0.0001289813,0.0001184146,0.8100145],"genre_scores_gemma":[0.01940729,0.1027899,0.002049734,0.009274394,0.01250252,0.0000826161,0.0002008218,0.0001439473,0.8535488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03270831,"threshold_uncertainty_score":0.1094202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395271394805351,"score_gpt":0.2714353977794105,"score_spread":0.247482683831357,"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."}}