{"id":"W3131508667","doi":"10.5206/uwomj.v89i1.8561","title":"Embolization for acute gastrointestinal bleeding","year":2021,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Embolization; Complication; Radiology; Angiography; Interventional radiology; Surgery; Retrospective cohort study; Gastrointestinal bleeding; Endoscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007193359,0.000178333,0.0002638746,0.0006955949,0.0003623632,0.000407871,0.0002803395,0.0002852967,0.001697431],"category_scores_gemma":[0.004579575,0.0001241112,0.0002007004,0.0005656961,0.0003488383,0.0002932719,0.0003238441,0.0003352012,0.0005663624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004470712,"about_ca_system_score_gemma":0.0006472298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008323737,"about_ca_topic_score_gemma":0.001281559,"domain_scores_codex":[0.9994023,0.0001409054,0.000116852,0.00006081303,0.0001867745,0.00009232034],"domain_scores_gemma":[0.9968129,0.0007789085,0.001614156,0.0001695432,0.0002906319,0.0003338779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001652227,0.0000655041,0.9757135,0.0001061272,0.00002911618,0.003561559,0.00006451372,0.00006309371,0.0006221783,0.00004872612,0.0006452199,0.01891519],"study_design_scores_gemma":[0.00005841521,0.001139573,0.9210747,0.0001522723,0.00008678909,0.07309213,0.0001517133,0.0005315579,0.001688035,0.0001061098,0.001904659,0.00001391939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919602,0.003852467,0.0007208625,0.0002631438,0.00002613754,0.00007723145,0.0001804277,0.00004112679,0.002878292],"genre_scores_gemma":[0.9971686,0.001341789,0.0005827306,0.0002336748,0.0000789376,0.00002965,0.0002922875,0.000007622401,0.0002647461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697431,"threshold_uncertainty_score":0.005678415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928320340368242,"score_gpt":0.2639495484992107,"score_spread":0.2446663450955283,"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."}}