{"id":"W4387736640","doi":"10.1101/2023.10.17.23297175","title":"A qualitative analysis of community health worker perspectives on the implementation of the preconception and pregnancy phases of the <i>Bukhali</i> randomised controlled trial","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Thematic analysis; Focus group; Nursing; Medicine; Qualitative research; Participant observation; Health care; Intervention (counseling); Psychology; Medical education; Family medicine; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.1062529,0.0006360781,0.001164274,0.002882425,0.007747937,0.003777455,0.002273262,0.002032252,0.004717993],"category_scores_gemma":[0.128804,0.0008094769,0.0008974941,0.003832698,0.006052935,0.003347298,0.005262861,0.002839916,0.0003777411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01140885,"about_ca_system_score_gemma":0.02044676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007994266,"about_ca_topic_score_gemma":0.01261385,"domain_scores_codex":[0.8685221,0.1163323,0.003404978,0.001491044,0.004879448,0.005370097],"domain_scores_gemma":[0.8486965,0.1279356,0.006260891,0.002669449,0.01112272,0.003314895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000558547,0.0003160089,0.002667827,0.00233347,0.00003186254,0.0005036847,0.9580727,0.0001230598,0.0009364096,0.003084706,0.002295185,0.02907646],"study_design_scores_gemma":[0.000285133,0.0008845918,0.005753223,0.004363167,0.00004529673,0.0001388034,0.9608306,0.0003222821,0.001147502,0.001599503,0.02456172,0.00006821214],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9264458,0.003357793,0.01608886,0.01641222,0.0006326776,0.01973714,0.001902433,0.00009786877,0.01532525],"genre_scores_gemma":[0.9416724,0.002101996,0.01359756,0.005630693,0.0001564162,0.0333516,0.0004631715,0.00006535064,0.002960838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062529,"threshold_uncertainty_score":0.5619256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08011033390626451,"score_gpt":0.4376689793286892,"score_spread":0.3575586454224247,"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."}}