{"id":"W2843315660","doi":"10.29375/01237047.3242","title":"Modelo de Enfermería para optimizar sistemas de salud","year":2017,"lang":"es","type":"article","venue":"Medunab","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Humanities; Persona; Gerontology; Sociology; Medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003115425,0.0003496036,0.000584013,0.0001574897,0.004426676,0.0002677996,0.0009886768,0.0007600918,0.001095692],"category_scores_gemma":[0.002771657,0.0003368985,0.0001588235,0.0001095127,0.0002375368,0.000404276,0.0003317301,0.001113416,0.001096446],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139783,"about_ca_system_score_gemma":0.006173458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01919615,"about_ca_topic_score_gemma":0.0002447083,"domain_scores_codex":[0.9951022,0.0009953049,0.0008610525,0.0004719193,0.0003623939,0.002207129],"domain_scores_gemma":[0.9953599,0.0005837354,0.0007962593,0.001790338,0.0002550925,0.001214672],"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":[0.0002136177,0.001057081,0.2104527,0.007835662,0.0002452963,0.00004202135,0.07057661,0.001082096,0.0003100534,0.08049992,0.5998232,0.02786168],"study_design_scores_gemma":[0.001184199,0.0001262083,0.3577982,0.001265565,0.0001256303,0.00001654909,0.005179937,0.02706409,0.00005648326,0.002551523,0.6040748,0.0005568043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7072453,0.001204528,0.002175248,0.2109309,0.005746352,0.001452793,0.0001092959,0.0001826732,0.07095297],"genre_scores_gemma":[0.9536915,0.00216804,0.003269294,0.01121733,0.004606831,0.0003570575,0.00003802512,0.0000980616,0.02455379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2464463,"threshold_uncertainty_score":0.9999083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587569628015249,"score_gpt":0.523106018036419,"score_spread":0.3643490552348941,"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."}}