{"id":"W3217501872","doi":"10.1093/heapol/czab086","title":"Organizational structure and human agency within the South African health system: a qualitative case study of health promotion","year":2021,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Agency (philosophy); Health promotion; Qualitative research; Promotion (chess); Organizational structure; Business; Economic growth; Public relations; Political science; Public health; Nursing; Sociology; Medicine; Social science; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003950657,0.0001982804,0.0005542106,0.0002272163,0.004692936,0.00002081575,0.00007057117,0.0001116565,0.0000166675],"category_scores_gemma":[0.000567854,0.0001555161,0.00001682241,0.0007962144,0.00007007644,0.00008396948,0.00005121485,0.0007126628,0.00000150024],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050317,"about_ca_system_score_gemma":0.006451034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04384544,"about_ca_topic_score_gemma":0.003450138,"domain_scores_codex":[0.9908507,0.006489502,0.001321881,0.0004064431,0.0003035052,0.000627977],"domain_scores_gemma":[0.9968367,0.0006184539,0.001484802,0.0002850374,0.0002975985,0.0004774075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002691582,0.0001509108,0.03801736,0.003956233,0.00002082662,0.0000124932,0.9469096,0.00001110743,0.000002950856,0.009248684,0.001025529,0.0006173776],"study_design_scores_gemma":[0.0010483,0.001141566,0.07046799,0.001319334,0.00001143748,0.0003335043,0.924273,0.00007092822,0.000001119631,0.001081828,0.0001228285,0.0001281469],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644596,0.001654108,0.0001206799,0.03114152,0.0005305974,0.001784659,0.00014769,0.0000643541,0.00009681335],"genre_scores_gemma":[0.9950618,0.00001936137,0.000363141,0.003709743,0.0005580572,0.00005461608,0.0001135009,0.0000282894,0.00009154917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0403953,"threshold_uncertainty_score":0.9991814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1971730147999166,"score_gpt":0.5388752446679785,"score_spread":0.3417022298680619,"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."}}