{"id":"W4415312560","doi":"10.36926/editorainovar-978-65-5388-340-6_001","title":"FERRAMENTA DE APOIO AO ENFERMEIRO NA CONSULTA DE PRÉ-NATAL: ELABORAÇÃO DE GUIA DE BOLSO DE DIAGNÓSTICOS DEENFERMAGEM","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing care; Nursing staff; Continuity of care","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008767933,0.0009885093,0.0009126593,0.0005101801,0.000444069,0.0006984441,0.0007524578,0.00114533,0.001731661],"category_scores_gemma":[0.0006344133,0.001112247,0.0003846053,0.0001687295,0.0002876822,0.0003371982,0.0001977334,0.001140567,0.000201067],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004753638,"about_ca_system_score_gemma":0.001120074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002414413,"about_ca_topic_score_gemma":0.0003569129,"domain_scores_codex":[0.9954851,0.0002732574,0.000955054,0.001047375,0.0005696647,0.001669594],"domain_scores_gemma":[0.9967385,0.0009750177,0.0004467918,0.0009196557,0.000260763,0.000659268],"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":[0.001317916,0.001209443,0.01973179,0.001497279,0.001185898,0.0007621861,0.00613317,0.0001973327,0.008120089,0.1125971,0.6490195,0.1982283],"study_design_scores_gemma":[0.01274882,0.001697272,0.02580604,0.01243864,0.007604208,0.0009072774,0.001889273,0.01115257,0.1264493,0.1777285,0.6141517,0.007426267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0517199,0.00768902,0.04111706,0.01438512,0.005716475,0.00565534,0.001305899,0.002694528,0.8697166],"genre_scores_gemma":[0.4452378,0.002076153,0.05960368,0.0411481,0.001837611,0.0007693288,0.002106725,0.001041131,0.4461795],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4235371,"threshold_uncertainty_score":0.9991809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009216028161687,"score_gpt":0.319482626204363,"score_spread":0.2993904659227462,"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."}}