{"id":"W4306725337","doi":"10.21203/rs.3.rs-2082644/v1","title":" Indigenous Birth Support Worker (IBSW) Program Evaluation: A Qualitative Analysis of Program Workers and Clients’ Perspectives","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Saskatchewan Health; Saskatchewan Health Authority","funders":"Saskatchewan Health Research Foundation","keywords":"Indigenous; Thematic analysis; Nursing; Health care; Focus group; Qualitative research; Context (archaeology); Medicine; Psychology; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006851568,0.000339029,0.001028221,0.001682309,0.0003799686,0.00009136479,0.0002985046,0.0002687975,0.003017985],"category_scores_gemma":[0.0004025696,0.0003036589,0.00038208,0.002153736,0.0005018415,0.00006492467,0.0009323679,0.001964734,0.00001061747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008346019,"about_ca_system_score_gemma":0.001665831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008674066,"about_ca_topic_score_gemma":0.0001326278,"domain_scores_codex":[0.9917859,0.002412105,0.0007813376,0.001003499,0.003148694,0.0008684815],"domain_scores_gemma":[0.9966332,0.0004659226,0.0003728223,0.000841922,0.001231105,0.0004550031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003809249,0.005562579,0.5254591,0.02606874,0.00562487,0.0002332302,0.3251,0.0001954467,0.000002400954,0.0001680083,0.0001958539,0.1075805],"study_design_scores_gemma":[0.002023721,0.008284044,0.8002295,0.008177407,0.002017924,0.00002063101,0.1725434,0.001272894,0.00004485173,0.0004978686,0.004392748,0.0004949264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716934,0.0104651,0.000004229478,0.0003842764,0.0001547877,0.01415374,0.0003665068,0.0001402026,0.002637737],"genre_scores_gemma":[0.9823938,0.00147806,0.001391429,0.00001945926,0.00009499558,0.01095851,0.001064482,0.00005211424,0.002547161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2747705,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1603974299189714,"score_gpt":0.5494742803758904,"score_spread":0.389076850456919,"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."}}