{"id":"W2566553841","doi":"10.1136/gutjnl-2015-309861.456","title":"PWE-007 When to use hemospray? a single centre experience","year":2015,"lang":"en","type":"article","venue":"","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bleed; Surgery; Polypectomy; Colonoscopy; Endoscopic mucosal resection; Endoscopy; General surgery; Internal medicine; Colorectal cancer; Cancer","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":[0.001128867,0.0003756124,0.0003604115,0.0006527326,0.0004941082,0.001203632,0.000515445,0.0008221391,0.004002443],"category_scores_gemma":[0.004883058,0.0003623563,0.0005431654,0.001195538,0.0005001992,0.00119969,0.0009612376,0.0007562008,0.001452978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005088635,"about_ca_system_score_gemma":0.0006275133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006542924,"about_ca_topic_score_gemma":0.001906845,"domain_scores_codex":[0.9991187,0.0002660292,0.0001431616,0.0001397196,0.0001631546,0.0001691299],"domain_scores_gemma":[0.997729,0.000506023,0.0004938816,0.0001804744,0.0001092604,0.0009814041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001441765,0.002262812,0.6431637,0.000616252,0.0002505277,0.1247991,0.004662943,0.0003690153,0.005141594,0.0007878271,0.006075957,0.2104286],"study_design_scores_gemma":[0.0003978078,0.01042537,0.4973127,0.000822991,0.0001662119,0.4563284,0.009369706,0.001516387,0.003207121,0.0008666308,0.01942276,0.0001638561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906853,0.001984527,0.001568184,0.0008773581,0.00008360866,0.0001234891,0.0001654805,0.00003824629,0.004473878],"genre_scores_gemma":[0.9938284,0.00232387,0.001495046,0.0006384928,0.00009558955,0.00005389321,0.0002154487,0.00003729302,0.001311973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004002443,"threshold_uncertainty_score":0.01338953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077524704759622,"score_gpt":0.3026240199851355,"score_spread":0.1948715495091733,"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."}}