{"id":"W2180299152","doi":"10.1186/s12960-015-0081-8","title":"Emerging roles and competencies of district and sub-district pharmacists: a case study from Cape Town","year":2015,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of the Western Cape; International Development Research Centre","keywords":"Medicine; Nursing; Participatory action research; Thematic analysis; Action research; Pharmacist; Qualitative research; Pharmacy; Economic growth; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004736008,0.0001578825,0.0004551823,0.00009166094,0.0002319666,0.0000292749,0.00005579973,0.00003045434,0.00002218463],"category_scores_gemma":[0.0001237472,0.0001260005,0.00004641453,0.0001033461,0.0001059917,0.00008647425,0.0000721441,0.0001669127,6.545545e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005208168,"about_ca_system_score_gemma":0.00005324936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797497,"about_ca_topic_score_gemma":0.0002544935,"domain_scores_codex":[0.9986766,0.000111851,0.0004307087,0.0002685624,0.0002599191,0.0002523818],"domain_scores_gemma":[0.9986811,0.0003728356,0.0002499469,0.0001640908,0.00007288132,0.0004590882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001579011,0.001234398,0.9032126,0.000970377,0.0003189323,0.0006376432,0.043341,0.000005895057,0.0003658443,0.00006220078,0.002011446,0.04626064],"study_design_scores_gemma":[0.06494348,0.02167317,0.3964556,0.0006507843,0.002606901,0.00364751,0.2181366,0.01390707,0.0006868204,0.0006667947,0.2750684,0.001556953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993462,0.00461825,0.00003154666,0.000570961,0.00005339536,0.0009364484,0.0001023899,0.00003408322,0.0001909463],"genre_scores_gemma":[0.9990005,0.0001919015,0.0001589296,0.0004269083,0.00009990073,0.0000201877,0.00003364515,0.00001590191,0.00005212264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5067571,"threshold_uncertainty_score":0.5138153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1800091299856593,"score_gpt":0.441639868760463,"score_spread":0.2616307387748037,"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."}}