{"id":"W4395053410","doi":"10.1016/j.midw.2024.104016","title":"Midwives’ experiences with PPE during the COVID-19 pandemic: The Birth in the Time of COVID (BITTOC) study","year":2024,"lang":"en","type":"article","venue":"Midwifery","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Australian College of Midwives; Charles Darwin University; Michael Smith Health Research BC","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Medicine; Coronavirus Infections; Personal protective equipment; Virology; Medical emergency; Outbreak; Infectious disease (medical specialty)","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":[0.01190594,0.0003811173,0.0007004885,0.0005746575,0.008471162,0.003398059,0.001177194,0.002204309,0.002606893],"category_scores_gemma":[0.0241443,0.001085291,0.0003755859,0.0007773956,0.003476418,0.002864137,0.006956848,0.004064437,0.0004139918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004883906,"about_ca_system_score_gemma":0.006422538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04031125,"about_ca_topic_score_gemma":0.07528961,"domain_scores_codex":[0.9919813,0.005575245,0.0003580122,0.0003243443,0.0005347095,0.001226214],"domain_scores_gemma":[0.9869054,0.006451767,0.001764503,0.00033841,0.001335325,0.003204675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000626429,0.00005034641,0.008756553,0.0001456289,0.000005030452,0.0008894053,0.9839448,0.00001205842,0.0003177903,0.0001802558,0.0008142319,0.004821252],"study_design_scores_gemma":[0.000005321106,0.0001985501,0.007528097,0.0002151292,0.000004536867,0.0002535128,0.9867995,0.00001551937,0.00006782593,0.0000499464,0.004847992,0.00001414066],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905971,0.001201521,0.0002504532,0.004323534,0.0001316306,0.0001147785,0.00007174345,0.000007539654,0.003301788],"genre_scores_gemma":[0.992144,0.00176915,0.0004325191,0.002338077,0.00006050076,0.0002459995,0.00004598197,0.00001511345,0.002948677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04031125,"threshold_uncertainty_score":0.08015323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05325367160450326,"score_gpt":0.3571604384434517,"score_spread":0.3039067668389485,"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."}}