{"id":"W4415250775","doi":"10.1371/journal.pgph.0004621","title":"Contextual constraints and dilemmas influencing health providers’ prescription practices in a conflict-affected area: Qualitative insights from Mopti, Mali","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Thematic analysis; Qualitative research; Compromise; Medical prescription; Context (archaeology); Focus group; Health policy; Workload; Qualitative property","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001074781,0.0002996227,0.0008391977,0.0002177548,0.0001961391,0.0001687079,0.0001226697,0.0001576145,0.00007267813],"category_scores_gemma":[0.006186328,0.0002575785,0.00005892572,0.0006599081,0.0002977445,0.00107812,0.0001067427,0.0006577999,0.00001335904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009763346,"about_ca_system_score_gemma":0.002771628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00995287,"about_ca_topic_score_gemma":0.00170761,"domain_scores_codex":[0.9954311,0.001736926,0.0009867285,0.000639078,0.0005095457,0.0006966532],"domain_scores_gemma":[0.9963428,0.001316591,0.0009866563,0.0002755907,0.000257267,0.0008211241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003743139,0.007550895,0.6527539,0.006907068,0.00243275,0.0001814847,0.1472344,0.00001176184,0.001195834,0.07088582,0.01445984,0.09264313],"study_design_scores_gemma":[0.02701378,0.003912373,0.7167001,0.004458018,0.0002969471,0.00006430214,0.1032193,0.01343716,0.00007663733,0.003697705,0.1260316,0.001092126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9084889,0.004585147,0.0003790913,0.079494,0.0002135257,0.002638607,0.0001687726,0.0001424012,0.003889545],"genre_scores_gemma":[0.9662899,0.0005164254,0.0006193933,0.03222055,0.00004642099,0.00007306031,0.0001671952,0.00001191,0.0000550896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1115718,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2855128441602328,"score_gpt":0.4709811394442253,"score_spread":0.1854682952839924,"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."}}