{"id":"W2163240076","doi":"10.14740/jocmr2298w","title":"Intermittent Auscultation in Labor: Could It Be Missing Many Pathological (Late) Fetal Heart Rate Decelerations? Analytical Review and Rationale for Improvement Supported by Clinical Cases","year":2015,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Auscultation; Pathological; Fetal heart rate; Fetus; Cardiology; Intensive care medicine; Heart rate; Internal medicine; Pregnancy; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02216046,0.0009935498,0.003271233,0.008543373,0.0005656174,0.004028694,0.002213967,0.002466888,0.002948229],"category_scores_gemma":[0.08799811,0.0005753335,0.002809687,0.006773542,0.001765569,0.003504273,0.001476377,0.002006582,0.0008159808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002399783,"about_ca_system_score_gemma":0.01071169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818906,"about_ca_topic_score_gemma":0.004406993,"domain_scores_codex":[0.9884165,0.004038569,0.003864886,0.0009700208,0.002450259,0.0002597425],"domain_scores_gemma":[0.901621,0.07550848,0.01039574,0.001745711,0.01027719,0.0004519326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002676414,0.00006434145,0.001245399,0.4858402,0.00129782,0.0007186441,0.001237348,0.000332475,0.0007266831,0.008612918,0.025042,0.4746145],"study_design_scores_gemma":[0.00007854537,0.0002229196,0.0032892,0.6904477,0.004943773,0.001310369,0.0009595241,0.0002362814,0.0004870906,0.004785744,0.2931532,0.00008561007],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002799524,0.9936726,0.000527737,0.004055146,0.0006704785,0.0001395331,0.000109857,0.000009205611,0.0005355642],"genre_scores_gemma":[0.004949021,0.9893532,0.001472224,0.003061312,0.0006392795,0.0001998605,0.0001234948,0.00000762835,0.0001939521],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02216046,"threshold_uncertainty_score":0.1171971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5244739452496457,"score_gpt":0.6176609671754785,"score_spread":0.09318702192583272,"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."}}