{"id":"W3213812009","doi":"10.1186/s13690-021-00735-9","title":"“I had to change my attitude”: narratives of most significant change explore the experience of universal home visits to pregnant women and their spouses in Bauchi State, Nigeria","year":2021,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"Thematic analysis; Narrative; Agency (philosophy); Government (linguistics); Medicine; State (computer science); Psychology; Qualitative research; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003629279,0.0001618813,0.0005697779,0.0002131571,0.00006382797,0.000009336464,0.0002003336,0.00002376988,0.00002436763],"category_scores_gemma":[0.00007526826,0.0001056181,0.00003670379,0.0004692401,0.0001660531,0.0001350148,0.000214337,0.0001215136,7.94201e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005857959,"about_ca_system_score_gemma":0.0004892541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198677,"about_ca_topic_score_gemma":0.000812431,"domain_scores_codex":[0.9982197,0.00027979,0.0004576911,0.0003012957,0.0002254834,0.0005159908],"domain_scores_gemma":[0.9987892,0.0001129532,0.0001802962,0.0003128958,0.00008451985,0.0005201471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002262014,0.0004119523,0.1599946,0.0008300875,0.00003514999,0.00001513982,0.8024327,0.000001054803,0.005037383,0.0005311834,0.00003031307,0.03045426],"study_design_scores_gemma":[0.0006535516,0.001489782,0.8516043,0.0009880917,0.00000103961,0.00001010245,0.1417794,0.000007042495,0.001170307,0.0002619048,0.001934298,0.0001002261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750499,0.0009930388,0.00007871481,0.0226252,0.00005921126,0.0009100319,0.0001522437,0.00001224523,0.0001194383],"genre_scores_gemma":[0.9953553,0.001358685,0.0003862453,0.002686501,0.00004512951,0.00009080891,0.00001078002,0.00001344136,0.00005310799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6916097,"threshold_uncertainty_score":0.4306982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07327891410341889,"score_gpt":0.3138395931714242,"score_spread":0.2405606790680054,"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."}}