{"id":"W7090712388","doi":"10.2196/77587","title":"Efficacy and Safety of Sodium-Glucose Cotransporter-2 Inhibitors in Patients With Refractory Cirrhotic Ascites and Diabetes: Scoping Review Protocol","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Protocol (science); Refractory (planetary science); Clinical trial; Drug class; Drug; Saxagliptin; Drug development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04351631,0.003563427,0.01203945,0.01273301,0.003596074,0.006351359,0.004803106,0.006912913,0.03951505],"category_scores_gemma":[0.05224873,0.002898303,0.01502035,0.0102367,0.002777456,0.005652166,0.005353847,0.003504118,0.005135758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01320319,"about_ca_system_score_gemma":0.05945734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007752374,"about_ca_topic_score_gemma":0.01657669,"domain_scores_codex":[0.9824973,0.005109398,0.007744117,0.001401463,0.002348805,0.0008989667],"domain_scores_gemma":[0.9760185,0.008206892,0.005976503,0.00120893,0.007569893,0.001019347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002157175,0.0001657265,0.0006461194,0.9501854,0.001888593,0.0003170415,0.001290681,0.0005416621,0.0007190088,0.001671243,0.006752447,0.03366506],"study_design_scores_gemma":[0.003426708,0.001055148,0.003144331,0.9007531,0.01190909,0.0004299396,0.001166085,0.0003124174,0.0008959364,0.001341094,0.07542446,0.0001416813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00204695,0.02032957,0.001799218,0.0008048181,0.0002810767,0.9643824,0.008071864,0.00009646342,0.002187582],"genre_scores_gemma":[0.003432338,0.02730798,0.006165189,0.0006431361,0.00007085985,0.9587742,0.002503291,0.0000211041,0.001081881],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04351631,"threshold_uncertainty_score":0.230139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411874155507767,"score_gpt":0.3867071051262334,"score_spread":0.3525883635711557,"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."}}