{"id":"W4385160409","doi":"10.1111/birt.12744","title":"Mediating expectations and experiences that influence birth experiences in Canada's first Alongside Midwifery Unit","year":2023,"lang":"en","type":"article","venue":"Birth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Markham Stouffville Hospital; McMaster University","funders":"","keywords":"Childbirth; Obstetrics; Unit (ring theory); Autonomy; Grounded theory; Nursing; Qualitative research; Service (business); Psychology; Medicine; Sociology; Pregnancy; Political science; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001006314,0.0001147329,0.0001811767,0.0001635107,0.0001808548,0.00002515251,0.00009698093,0.00003149897,0.0003288476],"category_scores_gemma":[0.0001330398,0.00009591644,0.00002548993,0.0004392441,0.00008393054,0.0001397388,0.00005701984,0.0001101448,0.00001889057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007427247,"about_ca_system_score_gemma":0.0003763983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.620695,"about_ca_topic_score_gemma":0.8075632,"domain_scores_codex":[0.9988853,0.00002981602,0.000283813,0.000222214,0.0002758355,0.0003030018],"domain_scores_gemma":[0.9994559,0.0001249936,0.00007169278,0.0001272818,0.0000349234,0.0001851753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004833614,0.00003030359,0.8830245,0.0007659759,0.000009749499,0.0005327152,0.1114877,0.00001791957,0.0000284894,0.00008524347,0.0001364657,0.003832583],"study_design_scores_gemma":[0.0002989222,0.00007788996,0.6975587,0.000250439,0.000001514786,0.00006708095,0.2970575,0.0005590008,0.0006996733,0.00001996903,0.003299238,0.0001100577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977685,0.0004729627,0.000002530661,0.0009548995,0.0002321273,0.0001726941,0.0000281848,0.00006123558,0.0003068571],"genre_scores_gemma":[0.9978573,0.00007744103,0.00006544646,0.0002226177,0.00004114385,0.0003783016,0.0000108202,0.000009804069,0.001337092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1868682,"threshold_uncertainty_score":0.3911359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03826538998363517,"score_gpt":0.3091273631461524,"score_spread":0.2708619731625173,"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."}}