{"id":"W2417707105","doi":"","title":"Fetal heart rate monitoring during nocturnal polysomnography.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; Saskatoon City Hospital","funders":"","keywords":"Medicine; Polysomnography; Fetal heart rate; Gestational age; Heart rate; Pregnancy; Cardiotocography; Pediatrics; Fetus; Obstetrics; Anesthesia; Internal medicine; Blood pressure; Apnea","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001917073,0.0003782589,0.0002676525,0.0004756056,0.0001226002,0.0002621696,0.0002382146,0.0004408136,0.0005073417],"category_scores_gemma":[0.01212551,0.0001182594,0.0001622007,0.0002596702,0.0001645986,0.0003002749,0.0002026271,0.0002910086,0.0001145617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373271,"about_ca_system_score_gemma":0.0001876394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009060364,"about_ca_topic_score_gemma":0.001499729,"domain_scores_codex":[0.998562,0.0007880148,0.0001014312,0.0001688111,0.0003279546,0.00005182328],"domain_scores_gemma":[0.9949973,0.00291431,0.001093635,0.0002787341,0.0004301699,0.0002858663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004093294,0.000189422,0.8618354,0.0002526886,0.000172375,0.0006164251,0.0001807305,0.0002371552,0.007810836,0.00002177341,0.0002965695,0.1242933],"study_design_scores_gemma":[0.00008355788,0.00343872,0.9861059,0.00007880642,0.000131771,0.003266339,0.00009177711,0.001558549,0.004313362,0.00002409703,0.0008930785,0.00001399297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925296,0.002977726,0.002111221,0.0001299494,0.00007894545,0.00009038031,0.0003567377,0.00005010695,0.001675223],"genre_scores_gemma":[0.9967181,0.0005469689,0.002161664,0.00007691542,0.00005665982,0.00003033672,0.0001958377,0.000004707872,0.0002087833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001917073,"threshold_uncertainty_score":0.01013863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05155382632868671,"score_gpt":0.2693303097770637,"score_spread":0.217776483448377,"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."}}