{"id":"W2978874679","doi":"10.14309/00000434-201610001-00297","title":"Topical Hemostatic Agents for the Management of Malignancy-Related Gastrointestinal Bleeding: A Meta-Analysis","year":2016,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Hemostasis; Meta-analysis; Bleed; Observational study; Confidence interval; Randomized controlled trial; MEDLINE; Gastrointestinal bleeding; Malignancy; Surgery; 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":[0.009410398,0.002768927,0.01545108,0.005263034,0.0005620083,0.003467106,0.001709243,0.002182163,0.004270409],"category_scores_gemma":[0.01942508,0.001256507,0.05123409,0.005562793,0.0005494402,0.00143082,0.001012544,0.00205856,0.0003697389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164845,"about_ca_system_score_gemma":0.002036743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005443239,"about_ca_topic_score_gemma":0.009427464,"domain_scores_codex":[0.9946683,0.002658691,0.001230012,0.0005488976,0.0006586621,0.0002354643],"domain_scores_gemma":[0.9877442,0.008724936,0.002082138,0.0003502606,0.0008843164,0.0002141918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005364547,0.00006021676,0.003919361,0.1875147,0.7901521,0.0001320487,0.00004835854,0.0007534249,0.0002586035,0.00009446857,0.0005059512,0.01119625],"study_design_scores_gemma":[0.0008557783,0.0003606247,0.003143002,0.01026565,0.9839965,0.00007559708,0.00002774353,0.0002061661,0.00009929819,0.0001084513,0.0008448195,0.00001642327],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009732709,0.9883664,0.0004541168,0.0002153814,0.0001512501,0.0002311269,0.0004030875,0.00002713788,0.0004187401],"genre_scores_gemma":[0.2258456,0.7690576,0.0020009,0.0008737343,0.0003616373,0.0006480756,0.0007449678,0.00003252589,0.0004349629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01545108,"threshold_uncertainty_score":0.04976755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05627107107066861,"score_gpt":0.3197606090434642,"score_spread":0.2634895379727956,"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."}}