{"id":"W4407285037","doi":"10.1093/jcag/gwae059.096","title":"A96 WHICH IS THE BEST ENDOSCOPIC HEMOSTATIC THERAPY FOR DIEULAFOY’S LESIONS? A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2025,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University","funders":"","keywords":"Meta-analysis; Medicine; Systematic review; Internal medicine; MEDLINE; Political science","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":[0.01417362,0.003251477,0.02733243,0.00962529,0.0008464592,0.004369587,0.002700362,0.002951981,0.005603874],"category_scores_gemma":[0.02772786,0.001716336,0.04232616,0.007877359,0.001004101,0.003030578,0.001820766,0.001978417,0.0004454712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003720726,"about_ca_system_score_gemma":0.003871764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006060494,"about_ca_topic_score_gemma":0.01317265,"domain_scores_codex":[0.9895027,0.004656061,0.003235559,0.001108583,0.001183403,0.0003137745],"domain_scores_gemma":[0.9849155,0.01042514,0.002838778,0.0003770969,0.001188922,0.0002545401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001617308,0.000028446,0.00156831,0.5200795,0.4652517,0.00008809315,0.00007170439,0.0003648191,0.0001671188,0.0001511674,0.0004731308,0.01013863],"study_design_scores_gemma":[0.0006223014,0.0001545175,0.001487788,0.03911813,0.9564911,0.00006513153,0.00004584176,0.0001783314,0.00009063408,0.0002467645,0.001475658,0.0000237066],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002900582,0.9948886,0.0006518343,0.0002699404,0.0001548885,0.0004481009,0.0004118634,0.00002717996,0.0002470855],"genre_scores_gemma":[0.1439023,0.8481888,0.002998886,0.001365843,0.0003682273,0.001920595,0.0007849128,0.00003924654,0.0004312475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02733243,"threshold_uncertainty_score":0.07495815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06010973901720316,"score_gpt":0.3427615514471996,"score_spread":0.2826518124299964,"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."}}