{"id":"W4386364099","doi":"10.1016/j.srhc.2023.100904","title":"Women's experiences of changes to childbirth and parenting education in Australia during the COVID-19 pandemic: The birth in the time of COVID-19 (BITTOC) study","year":2023,"lang":"en","type":"article","venue":"Sexual & Reproductive Healthcare","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sydney Partnership for Health, Education, Research and Enterprise; Canadian Institutes of Health Research; University of Western Sydney; Michael Smith Health Research BC","keywords":"Feeling; Childbirth; Pandemic; Coronavirus disease 2019 (COVID-19); Pregnancy; Isolation (microbiology); Psychology; Medicine; Nursing; Family medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003205978,0.0002279222,0.0004906707,0.0003875838,0.004512906,0.001863358,0.0006492832,0.0008984422,0.002081892],"category_scores_gemma":[0.006798208,0.0005328392,0.0002749379,0.0005957985,0.002438788,0.00138019,0.004117575,0.001949029,0.0001806265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003588678,"about_ca_system_score_gemma":0.004592593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08513772,"about_ca_topic_score_gemma":0.1396649,"domain_scores_codex":[0.9979457,0.001205781,0.00008585674,0.0001072069,0.0002340075,0.0004213385],"domain_scores_gemma":[0.9966224,0.001069384,0.0006226715,0.00008819719,0.000392589,0.001204713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005761147,0.00006711809,0.03418117,0.0002151935,0.00001462847,0.001033957,0.9513604,0.00002413527,0.0007382409,0.0003125399,0.001629321,0.01036571],"study_design_scores_gemma":[0.000006863009,0.0002438671,0.08582854,0.00025159,0.000009893605,0.0002882324,0.9049041,0.00003948493,0.0001062096,0.00006014121,0.008237379,0.00002372791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947932,0.0005243251,0.00006215385,0.002400444,0.00005460214,0.00004103451,0.0000599486,0.000004051738,0.002060239],"genre_scores_gemma":[0.9958307,0.0009313937,0.0001783777,0.001014159,0.00002731984,0.00008137395,0.00003693685,0.000006128055,0.001893571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08513772,"threshold_uncertainty_score":0.1692843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270932995396979,"score_gpt":0.4445361115039609,"score_spread":0.317442811964263,"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."}}