{"id":"W3045545269","doi":"10.2196/19744","title":"High-Quality Transmission of Cardiotocogram and Fetal Information Using a 5G System: Pilot Experiment","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waveform; Medicine; Transmission (telecommunications); Fetal heart rate; Fetal movement; Ultrasound; Real-time computing; Computer science; Fetus; Telecommunications; Pregnancy; Heart rate; Radiology","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":[0.001610686,0.0006193409,0.0003977013,0.0004090154,0.0003947154,0.000312206,0.0006609106,0.000973521,0.003189819],"category_scores_gemma":[0.002768165,0.0002631916,0.0004663079,0.000200605,0.0005383572,0.0007784865,0.0006383513,0.0006389914,0.0003466141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963254,"about_ca_system_score_gemma":0.0003425231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000925529,"about_ca_topic_score_gemma":0.0004319235,"domain_scores_codex":[0.9991347,0.00032074,0.00007165637,0.0001627969,0.000153528,0.0001565973],"domain_scores_gemma":[0.9971342,0.001602559,0.0002120652,0.0003975857,0.000379058,0.0002745619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0273026,0.03233841,0.05310782,0.001320957,0.0005552032,0.001742368,0.00350982,0.020136,0.7799208,0.00151747,0.001291491,0.07725708],"study_design_scores_gemma":[0.003152195,0.3923666,0.06748799,0.0001020206,0.0009989984,0.001402932,0.001794851,0.04792906,0.480611,0.0006627565,0.003354487,0.000137098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957451,0.00002889967,0.003630304,0.00003061462,0.00002930353,0.0001276316,0.00007596215,0.0000481312,0.0002840755],"genre_scores_gemma":[0.9923905,0.00009154445,0.005911651,0.00005295282,0.00002927799,0.0002067029,0.0002299052,0.00001875657,0.001068836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003189819,"threshold_uncertainty_score":0.01067108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702513763164546,"score_gpt":0.3275404516063111,"score_spread":0.2905153139746656,"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."}}