{"id":"W2948838238","doi":"10.1136/gutjnl-2019-iddfabstracts.138","title":"IDDF2019-ABS-0083 The use of hemospray endotherapy in patients with acute gastrointestinal bleeding: a philippine experience","year":2019,"lang":"en","type":"article","venue":"Clinical Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery","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":[0.0004279097,0.000213092,0.0001911765,0.0003611618,0.0003060286,0.0004476633,0.0002116794,0.0002636329,0.002132587],"category_scores_gemma":[0.0008013002,0.0001196777,0.0002296956,0.00090653,0.0004211003,0.0003967828,0.0004620989,0.0004210905,0.0004164397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004799009,"about_ca_system_score_gemma":0.0005860651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593045,"about_ca_topic_score_gemma":0.002241734,"domain_scores_codex":[0.9997992,0.00007736789,0.00002604825,0.00002106818,0.00003507971,0.00004130201],"domain_scores_gemma":[0.9994861,0.00009808572,0.0001708234,0.00003141245,0.00003879312,0.0001747109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009204134,0.0006972606,0.8383511,0.0006660402,0.0001189406,0.04139671,0.003233816,0.0001484516,0.003702691,0.000357787,0.004483727,0.105923],"study_design_scores_gemma":[0.0002386915,0.003730801,0.8308474,0.0007626818,0.0001931802,0.1259459,0.00460318,0.000518843,0.001974405,0.0002139597,0.03091664,0.00005428927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878228,0.006858499,0.0002336984,0.0007825555,0.00003939106,0.00004182033,0.000176352,0.00001530307,0.004029553],"genre_scores_gemma":[0.9919425,0.006360957,0.0002494873,0.0005156755,0.0001075362,0.00002173015,0.0002215254,0.0000102988,0.0005703638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002132587,"threshold_uncertainty_score":0.007134259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04749819962751028,"score_gpt":0.3129140738499158,"score_spread":0.2654158742224055,"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."}}