{"id":"W3134065413","doi":"10.1093/jcag/gwab002.113","title":"A115 A SYSTEMATIC REVIEW AND META-ANALYSIS OF LOWER GASTROINTESTINAL BLEEDING RISK SCORES TO PREDICT ADVERSE OUTCOMES","year":2021,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Grand River Hospital; Western University","funders":"","keywords":"Medicine; Meta-analysis; Receiver operating characteristic; MEDLINE; Systematic review; Lower gastrointestinal bleeding; Colonoscopy; Internal medicine; Colorectal cancer","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":[0.01804214,0.00335759,0.01788474,0.009195015,0.0008410043,0.004242909,0.00217633,0.002311079,0.00674831],"category_scores_gemma":[0.05619824,0.001387336,0.03671278,0.00903378,0.0009452637,0.002223194,0.001587767,0.001997994,0.0006875661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003654915,"about_ca_system_score_gemma":0.006769171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008135699,"about_ca_topic_score_gemma":0.01972159,"domain_scores_codex":[0.9838877,0.007739514,0.004405369,0.001448218,0.002039381,0.0004797964],"domain_scores_gemma":[0.9723061,0.02007481,0.004347393,0.0007630723,0.002243676,0.0002650478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00116689,0.00002329186,0.002997663,0.6466267,0.3359186,0.0001191869,0.00007041934,0.0003852777,0.0001769599,0.0001986764,0.001168157,0.0111482],"study_design_scores_gemma":[0.0007245666,0.0001863902,0.00357017,0.0835757,0.9078661,0.000113497,0.00003881848,0.0001971677,0.0001043277,0.0003424473,0.003252743,0.0000280563],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002692821,0.9931777,0.0008058198,0.0003580231,0.0002515075,0.0009170554,0.001329348,0.00004030492,0.0004274187],"genre_scores_gemma":[0.1026079,0.8851934,0.003663964,0.001704762,0.0004789562,0.003993765,0.00173847,0.00004886576,0.0005699793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01804214,"threshold_uncertainty_score":0.09541708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917554660055884,"score_gpt":0.308361471730298,"score_spread":0.2691859251297392,"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."}}