{"id":"W4386893698","doi":"10.1016/j.giec.2023.07.005","title":"Endoscopic Management of Tumor Bleeding","year":2023,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy Clinics of North America","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Coagulopathy; Gastrointestinal bleeding; Surgery; Endoscopy; Intensive care medicine; General surgery","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":[0.0004872764,0.0009255983,0.001729413,0.002996126,0.0002146171,0.0009746448,0.0006734074,0.0008418971,0.00308916],"category_scores_gemma":[0.000946735,0.0003341725,0.001025354,0.001850185,0.0003619567,0.0009980063,0.0006282674,0.001531421,0.001356537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004168343,"about_ca_system_score_gemma":0.0005988066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147916,"about_ca_topic_score_gemma":0.002202292,"domain_scores_codex":[0.9997625,0.00004152941,0.00005007846,0.0000476825,0.00007407676,0.0000241551],"domain_scores_gemma":[0.9997256,0.0001204678,0.00007008509,0.000008145118,0.00004745379,0.00002827721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001388921,0.00006738089,0.0004775625,0.01728292,0.0002711739,0.0004727553,0.00003137431,0.000211981,0.0008820128,0.0003947499,0.01617884,0.9635903],"study_design_scores_gemma":[0.0004003178,0.0007502424,0.0124161,0.03154042,0.002745527,0.01800431,0.0001752576,0.0006689948,0.001777635,0.001515177,0.9298829,0.0001231303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001765,0.9989473,0.00009302815,0.00007729452,0.0001007037,0.000003939899,0.000008595524,0.000006404645,0.0005861968],"genre_scores_gemma":[0.001822953,0.9969163,0.0002537938,0.0002698014,0.0002355059,0.000005916463,0.00004563818,0.000001991482,0.0004480776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00308916,"threshold_uncertainty_score":0.01033425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07145458035622729,"score_gpt":0.3704283889531169,"score_spread":0.2989738085968896,"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."}}