{"id":"W4404951332","doi":"10.37689/acta-ape/2025ao002851i","title":"Inter-rater agreement on the protocol for care and risk classification in obstetrics","year":2024,"lang":"en","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Kappa; Cohen's kappa; Protocol (science); Sensitivity (control systems); Obstetrics; Medical record; Family medicine; Nursing; Internal medicine; Statistics; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005350425,0.0001274101,0.0001202858,0.0001021841,0.0002953096,0.00004625026,0.0001500547,0.0001266991,0.0001632112],"category_scores_gemma":[0.0002862181,0.00008031461,0.00003424514,0.0001547689,0.000025374,0.00008647301,0.0000655965,0.0005832857,0.0001091721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220848,"about_ca_system_score_gemma":0.0001355326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000486079,"about_ca_topic_score_gemma":0.000516714,"domain_scores_codex":[0.9985553,0.000379797,0.0003347588,0.0002636534,0.0001371718,0.0003292895],"domain_scores_gemma":[0.9980103,0.001489214,0.00008317299,0.0002608962,0.00008018172,0.00007627223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001420572,0.0002018118,0.2746783,0.0298548,0.00009114423,0.0001544873,0.0742383,0.00000289677,0.001010448,0.03667475,0.08323032,0.4984421],"study_design_scores_gemma":[0.0008026915,0.0002526708,0.08858438,0.001263171,0.00001297883,0.000001553632,0.008089066,0.001841262,0.0002212909,0.001241994,0.8975261,0.0001628652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6893306,0.0004347148,0.0004797757,0.01406001,0.00133059,0.270669,0.00077901,0.0002657932,0.02265048],"genre_scores_gemma":[0.8447551,0.00004231336,0.00007261448,0.0007809441,0.0001341706,0.1524636,0.0000275379,0.00002094193,0.001702783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8142958,"threshold_uncertainty_score":0.3275135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653457335568141,"score_gpt":0.4757607507334098,"score_spread":0.3104150171765957,"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."}}