{"id":"W2936133492","doi":"10.1016/j.bpg.2019.04.004","title":"Optimal management of the patient presenting with small bowel bleeding","year":2019,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Gastrointestinal bleeding; Obscure gastrointestinal bleeding; Endoscopy; General surgery; Gastroenterology; Internal medicine","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":[0.0003260952,0.0008231963,0.001799678,0.001822824,0.0003087893,0.001200074,0.0008534685,0.001521544,0.002033257],"category_scores_gemma":[0.001617267,0.0002171445,0.0006750527,0.0009589695,0.0003247311,0.001137182,0.0005755792,0.002509527,0.0008419633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004408853,"about_ca_system_score_gemma":0.001007191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00108336,"about_ca_topic_score_gemma":0.002045663,"domain_scores_codex":[0.9997256,0.00006939638,0.00005532066,0.00003983359,0.00008584605,0.00002406879],"domain_scores_gemma":[0.9996835,0.0001619811,0.00006395032,0.000005339956,0.00004957502,0.00003561878],"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":[0.0001861957,0.0001357136,0.002052571,0.0168233,0.000203457,0.00487175,0.00007750738,0.0005032492,0.0009983797,0.001353277,0.04995698,0.9228376],"study_design_scores_gemma":[0.0003453238,0.0005572297,0.02053664,0.09930062,0.001660554,0.0906435,0.0007440784,0.001361294,0.001452162,0.01167837,0.7715128,0.0002073869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004002856,0.9960569,0.0003576526,0.001575423,0.000322324,0.000009005949,0.00002540086,0.00001424078,0.001238727],"genre_scores_gemma":[0.004281728,0.9917735,0.0009977242,0.001495999,0.001022947,0.00001287569,0.0000824821,0.000003000139,0.00032973],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002033257,"threshold_uncertainty_score":0.006801963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2658359459583303,"score_gpt":0.4870951028318771,"score_spread":0.2212591568735467,"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."}}