{"id":"W4401577351","doi":"10.1891/jpe-2023-0033","title":"Brain Training to Facilitate Labor and Birth: Impact of a Mobile Health Application","year":2024,"lang":"en","type":"article","venue":"The Journal of Perinatal Education","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Programs for Assessment of Technology in Health Research Institute; Science World at Telus World of Science; McMaster University","funders":"","keywords":"Mindfulness; Labor pain; Pregnancy; Medicine; Coping (psychology); Live birth; Obstetrics; Physical therapy; Psychology; Clinical psychology","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":[0.0007433808,0.0004599745,0.0003022072,0.0005263514,0.0003812374,0.0006867393,0.0006528946,0.000705492,0.01916728],"category_scores_gemma":[0.002854324,0.00008799955,0.0004738055,0.0002436137,0.0002033432,0.0003856373,0.001030479,0.0005828789,0.001624354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404681,"about_ca_system_score_gemma":0.001025885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001686105,"about_ca_topic_score_gemma":0.00213224,"domain_scores_codex":[0.9996352,0.000165198,0.0000136269,0.00004901275,0.00005203511,0.000084903],"domain_scores_gemma":[0.9988806,0.0006696474,0.00004428317,0.00004358354,0.0001010563,0.0002608377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005640152,0.0347751,0.00681872,0.001300353,0.0001185776,0.0007566478,0.001566298,0.001291812,0.009799181,0.0007825108,0.007613186,0.9295375],"study_design_scores_gemma":[0.02155938,0.2958828,0.3853304,0.007912334,0.002926567,0.004850776,0.02655801,0.0373313,0.04311568,0.01196887,0.161931,0.0006329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632015,0.001043137,0.00908463,0.002374743,0.0006114133,0.00117063,0.0004417686,0.0006384723,0.02143365],"genre_scores_gemma":[0.9639277,0.001651492,0.01785671,0.0009115253,0.0002542817,0.001363611,0.0002561607,0.00005669697,0.01372181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01916728,"threshold_uncertainty_score":0.06412095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05088665808699221,"score_gpt":0.4217945844536923,"score_spread":0.3709079263667001,"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."}}