{"id":"W7155079566","doi":"10.26262/heal.auth.ir.371879","title":"Σύγκριση κατευθυντήριων οδηγιών για το καρδιοτοκογράφημα κατά τον τοκετό","year":2025,"lang":"el","type":"article","venue":"Aristotle University of Thessaloniki","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Obstetrics and gynaecology; Health care; Public health","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":["insufficient_payload"],"category_scores_codex":[0.0004815247,0.0003774293,0.0008278112,0.0004579175,0.0005425346,0.00002681205,0.0007908961,0.000379761,0.004415748],"category_scores_gemma":[0.00009513714,0.0004144665,0.0005357829,0.00053823,0.0005259253,0.0001953765,0.0005413158,0.000665598,0.0009020969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003894218,"about_ca_system_score_gemma":0.0004819144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285652,"about_ca_topic_score_gemma":0.000832413,"domain_scores_codex":[0.9975795,0.0002007241,0.0005631542,0.0005893838,0.0004360053,0.0006312777],"domain_scores_gemma":[0.9978439,0.0002121757,0.0003779196,0.0008927789,0.0003338193,0.0003393605],"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":[0.0114523,0.01095228,0.1671721,0.05350561,0.005737531,0.003561106,0.01460356,0.0001301412,0.004483582,0.2586101,0.3093736,0.1604181],"study_design_scores_gemma":[0.003210879,0.0007071912,0.06119961,0.003382609,0.0005884069,0.00003509219,0.003194369,0.000570381,0.001369591,0.003196451,0.9221174,0.0004280873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6801922,0.006857326,0.002652765,0.01432091,0.003869981,0.001107435,0.001088894,0.0002739359,0.2896366],"genre_scores_gemma":[0.7829217,0.000603225,0.0004010598,0.000424062,0.00009488112,7.130568e-7,0.00003564106,0.00002522022,0.2154935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6127437,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443269613668007,"score_gpt":0.2770766362184782,"score_spread":0.2626439400817981,"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."}}