{"id":"W7110913328","doi":"10.1371/journal.pone.0321032.s003","title":"S3 Scales -","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metformin; Type 2 diabetes; Jadad scale; Diabetes mellitus; Adverse effect; Observational study","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01219964,0.001657072,0.002090861,0.004875462,0.001791631,0.005776644,0.003070051,0.002244955,0.6693032],"category_scores_gemma":[0.1106705,0.0008196083,0.005729619,0.007772049,0.0009345703,0.004267993,0.00383362,0.003059179,0.2009103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003114552,"about_ca_system_score_gemma":0.008755203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006537053,"about_ca_topic_score_gemma":0.01337986,"domain_scores_codex":[0.9898815,0.002875274,0.00255949,0.001060348,0.003162312,0.000461048],"domain_scores_gemma":[0.9440718,0.02260332,0.003295837,0.004424764,0.02427254,0.001331862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007870891,0.0001064738,0.004696788,0.008605877,0.0003375547,0.0001320436,0.0006616776,0.0003161294,0.0001589957,0.00735276,0.7862592,0.1905855],"study_design_scores_gemma":[0.0006257747,0.0002185633,0.01224909,0.008183166,0.0004222221,0.0002919249,0.001157775,0.0005949998,0.000265234,0.01396056,0.9619222,0.0001085062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00705135,0.0054823,0.01522473,0.01988977,0.006165177,0.01124992,0.5454549,0.005212163,0.3842696],"genre_scores_gemma":[0.1110457,0.0125438,0.1084882,0.02668099,0.003212242,0.05742783,0.4107469,0.006359181,0.2634952],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3306968,"threshold_uncertainty_score":0.4716988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609274510702646,"score_gpt":0.2855362640410166,"score_spread":0.2594435189339901,"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."}}