{"id":"W7065029655","doi":"","title":"Describing how Expert Labour and Delivery Registered Nurses Work to Optimize Outcomes for Intrapartum Patients at Risk of Unplanned Caesarean Section","year":2023,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Caesarean section; Psychological intervention; Work (physics); Qualitative research; Expert system; Tacit knowledge; Thematic analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005710465,0.0002659157,0.0001862536,0.000432113,0.004073481,0.002809071,0.001072332,0.0009540546,0.003062441],"category_scores_gemma":[0.01339878,0.0001951357,0.0002455364,0.000498045,0.002951548,0.002188896,0.002212683,0.001258295,0.0005580349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004606211,"about_ca_system_score_gemma":0.009229698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01638971,"about_ca_topic_score_gemma":0.06088614,"domain_scores_codex":[0.9959722,0.003041826,0.0001216106,0.0001113041,0.0003925297,0.0003605419],"domain_scores_gemma":[0.9932359,0.004196594,0.0007419476,0.000272058,0.0006829089,0.0008706635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005439076,0.0001219854,0.01298627,0.0004354281,0.000008893692,0.002198786,0.8915234,0.0002960732,0.0007209959,0.005173372,0.02096559,0.06551487],"study_design_scores_gemma":[0.00001243797,0.0001182598,0.007438058,0.0005760617,0.00001206129,0.001014776,0.8991846,0.0003873183,0.0005195301,0.00162329,0.08907675,0.00003682083],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8628213,0.003298587,0.008923002,0.03012754,0.0006366714,0.0002260179,0.0001637434,0.0001643884,0.09363876],"genre_scores_gemma":[0.9724378,0.002892883,0.005414909,0.00236838,0.00007038637,0.000128202,0.00008423872,0.00004732147,0.01655586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9836103,"threshold_uncertainty_score":0.03342062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703966067921442,"score_gpt":0.1868161301223351,"score_spread":0.1697764694431206,"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."}}