{"id":"W4405429150","doi":"10.1371/journal.pone.0315246","title":"An application of COM-b model to explore factors influencing veterinarians’ antimicrobial prescription behaviors: Findings from a qualitative study in Bangladesh","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Emory University","keywords":"Medical prescription; Psychological intervention; Antimicrobial stewardship; Thematic analysis; Biosecurity; Qualitative research; Medicine; Antimicrobial; Incentive; Family medicine; Environmental health; Antibiotic resistance; Nursing; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001517393,0.0001355986,0.0002800032,0.0001681629,0.00005220368,0.0000194707,0.0001657633,0.000143585,0.00002284735],"category_scores_gemma":[0.00001577971,0.0001268621,0.00003417023,0.000186024,0.00005702657,0.0001867191,0.00004460314,0.0001955336,0.00004019115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006088933,"about_ca_system_score_gemma":0.00003344899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185212,"about_ca_topic_score_gemma":0.0001866675,"domain_scores_codex":[0.9989546,0.0001558362,0.0003140921,0.0003472396,0.00005536366,0.0001728583],"domain_scores_gemma":[0.9996051,0.00005679625,0.00004941683,0.0002237541,0.00004533926,0.00001961514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001194123,0.001544545,0.01790811,0.00006242366,0.0001226841,0.000002450083,0.1855796,0.00003184364,0.7945311,0.00003403207,0.00001972835,0.00004403482],"study_design_scores_gemma":[0.001247974,0.001321444,0.0575838,0.001406876,0.0003800469,8.800037e-7,0.1374485,0.0009869972,0.7989746,0.0001764408,0.00001025231,0.0004622085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973284,0.0001302537,0.00160759,0.00004822491,0.00005656567,0.0006239063,0.0001305321,0.00006764005,0.00000687795],"genre_scores_gemma":[0.999263,0.000007367908,0.0003910671,0.00002224229,0.00001034711,0.00003220182,0.0001818732,0.00001889531,0.00007296664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04813108,"threshold_uncertainty_score":0.5173286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08653024571771778,"score_gpt":0.3219849733958574,"score_spread":0.2354547276781396,"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."}}