{"id":"W7104272614","doi":"10.1590/1980-265x-tce-2024-0153es","title":"ESTRATEGIAS DE CALIDAD DE ENFERMERIA: PROPUESTA PARA LA SOSTENIBILIDAD DE LOS SISTEMAS SANITARIOS","year":2025,"lang":"","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Work (physics); Quality (philosophy); Context (archaeology); Order (exchange)","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003639041,0.001463173,0.001763425,0.0006945229,0.001122903,0.002531173,0.001162331,0.001209914,0.00144394],"category_scores_gemma":[0.001330737,0.001646634,0.0008638049,0.001131784,0.0009301782,0.001156095,0.0002668999,0.0017368,0.0003953896],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003841866,"about_ca_system_score_gemma":0.002937041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004235159,"about_ca_topic_score_gemma":0.001252513,"domain_scores_codex":[0.9884804,0.003603532,0.002417703,0.001869942,0.0008092619,0.002819134],"domain_scores_gemma":[0.9939774,0.002078773,0.0008637351,0.001702821,0.0004917838,0.0008855395],"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":[0.005759255,0.008593599,0.08135601,0.006042862,0.002284588,0.002676451,0.04555463,0.001156687,0.2098672,0.08559784,0.1587918,0.392319],"study_design_scores_gemma":[0.02525973,0.004343896,0.2403577,0.0228212,0.01075183,0.00137502,0.03122177,0.01738523,0.1941709,0.0529686,0.3906807,0.008663439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8945749,0.007439837,0.01124005,0.008794809,0.003019512,0.004306508,0.0002260664,0.0008104922,0.06958777],"genre_scores_gemma":[0.9844414,0.0002822889,0.002453055,0.004717469,0.0006058695,0.0004662429,0.0001582789,0.0002453382,0.006630042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3836555,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2639309779621131,"score_gpt":0.4895458661068096,"score_spread":0.2256148881446965,"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."}}