{"id":"W2782486340","doi":"10.14740/gr914w","title":"Acute Lower Gastrointestinal Bleeding: Characteristics and Clinical Outcome of Patients Treated With an Intensive Protocol","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemostasis; Embolization; Colonoscopy; Enteroscopy; Gastrointestinal bleeding; Lower gastrointestinal bleeding; Surgery; Comorbidity; Capsule endoscopy; Diverticulosis; Internal medicine; Endoscopy; Cancer; Colorectal cancer","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":[0.0005500622,0.0001325315,0.0002840098,0.0005406742,0.0004248059,0.0006895679,0.000225365,0.0003017457,0.001700447],"category_scores_gemma":[0.003244284,0.00009094355,0.0002809571,0.0009881463,0.0002832769,0.0003638345,0.0004650688,0.0005436352,0.000162717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004823039,"about_ca_system_score_gemma":0.0005893037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008059772,"about_ca_topic_score_gemma":0.0007641485,"domain_scores_codex":[0.9993918,0.0001601388,0.0001100566,0.00007894205,0.0001139886,0.0001450689],"domain_scores_gemma":[0.9977246,0.0003297863,0.001114777,0.00008219777,0.0001882123,0.0005604313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003606514,0.0001707792,0.9954977,0.00001891948,0.00003286311,0.0003749491,0.00008306817,0.00005767776,0.0001982893,0.00003322865,0.0001743873,0.002997559],"study_design_scores_gemma":[0.00006529268,0.0008826402,0.9960287,0.00004141466,0.00003439262,0.001491704,0.0005059312,0.0002527055,0.00007932879,0.00008241811,0.0005277247,0.000007719686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988649,0.0001911356,0.00006654394,0.00009067028,0.000006647229,0.00002932758,0.0001023603,0.000002408585,0.0006460741],"genre_scores_gemma":[0.9991964,0.0001522994,0.00008066103,0.00008069735,0.00002345868,0.0000411781,0.0003427937,0.00000196202,0.00008059006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001700447,"threshold_uncertainty_score":0.005688608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183016462771341,"score_gpt":0.4460504646240661,"score_spread":0.3277488183469319,"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."}}