{"id":"W4312901773","doi":"10.1007/978-3-030-98381-9_21","title":"Lower GI Bleeding","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Hematochezia; Medicine; Rectum; Surgery; Internal medicine; Colonoscopy","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":[0.0001935652,0.0007837031,0.0006492841,0.001171556,0.0006020872,0.001386807,0.0004704478,0.000851351,0.1737655],"category_scores_gemma":[0.0008603398,0.0002252299,0.0005487909,0.0009311599,0.0002876568,0.0007495911,0.0009878023,0.002048282,0.08430417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005219859,"about_ca_system_score_gemma":0.0007378355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697715,"about_ca_topic_score_gemma":0.0043123,"domain_scores_codex":[0.9998474,0.0000234724,0.000007365506,0.00002040948,0.00007331772,0.00002799904],"domain_scores_gemma":[0.9998538,0.00003250709,0.00001034747,0.00001629283,0.00004898118,0.00003799717],"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":[0.00005272607,0.00008326441,0.000261,0.0003465599,0.000008752434,0.0008986015,0.00006273827,0.0001051563,0.0006062509,0.006196002,0.7063258,0.2850531],"study_design_scores_gemma":[0.00001239729,0.00003575444,0.0007506996,0.0003786687,0.000008747384,0.003134075,0.00003066981,0.0000533254,0.0001244869,0.001891018,0.9935742,0.000005845804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001015615,0.03847122,0.001747122,0.003414398,0.004396844,0.00008494259,0.0004735996,0.0003272202,0.9500691],"genre_scores_gemma":[0.005397961,0.03501325,0.002106649,0.005340362,0.002983981,0.00006000403,0.0009063705,0.0001336267,0.9480578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1737655,"threshold_uncertainty_score":0.5813037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213741363337114,"score_gpt":0.2590622713123265,"score_spread":0.2269248576789554,"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."}}