{"id":"W4244715478","doi":"10.1016/s0016-5107(01)80432-6","title":"Resource utilization for acute lower gastrointestinal bleeding (LGIB): The ontario GI bleed study","year":2001,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Bleed; Lower gastrointestinal bleeding; Gastrointestinal bleeding; GI bleeding; Internal medicine; Colonoscopy; Surgery; Endoscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007259703,0.0005193528,0.0007819963,0.00153406,0.001404717,0.001122717,0.001364397,0.00074465,0.00183173],"category_scores_gemma":[0.00337948,0.000546156,0.00143839,0.006831143,0.0005686922,0.0008926296,0.001188145,0.0007426951,0.000210629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02033215,"about_ca_system_score_gemma":0.01993696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9707063,"about_ca_topic_score_gemma":0.9871328,"domain_scores_codex":[0.999078,0.0001458095,0.00008858702,0.00009612932,0.0003325762,0.000258854],"domain_scores_gemma":[0.9972677,0.0001819468,0.001070739,0.0001172988,0.0006510317,0.0007112371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004802396,0.00008840825,0.9888602,0.0002103433,0.0004500274,0.0001249119,0.0003028235,0.0002731288,0.00009910182,0.0002875899,0.006297977,0.002525334],"study_design_scores_gemma":[0.00009350864,0.00002540346,0.998136,0.00004934651,0.0001123676,0.00002792194,0.0002438073,0.0001621334,0.00001055319,0.00002888374,0.001099355,0.00001072515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547384,0.004083519,0.0001440692,0.00181479,0.00006073491,0.0001519422,0.03357863,0.00001623553,0.005411654],"genre_scores_gemma":[0.9847273,0.002661284,0.0002252309,0.0003331014,0.00003616733,0.0001102789,0.01040293,0.000008910681,0.001494813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02929372,"threshold_uncertainty_score":0.1475208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026352680244048,"score_gpt":0.3220070602286358,"score_spread":0.2717435334261953,"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."}}