{"id":"W4280549111","doi":"10.3390/antibiotics11050639","title":"Studying Factors Affecting Success of Antimicrobial Resistance Interventions through the Lens of Experience: A Thematic Analysis","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"Institute of Population and Public Health; National Science Foundation; Vetenskapsrådet; Svenska Forskningsrådet Formas; Institute of Infection and Immunity; Canadian Institutes of Health Research; Joint Programming Initiative on Antimicrobial Resistance; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Psychological intervention; Thematic analysis; Context (archaeology); Resistance (ecology); Corporate governance; Psychology; Qualitative research; Knowledge management; Public relations; Applied psychology; Medicine; Business; Nursing; Political science; Sociology; Computer 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":[0.0003347711,0.0001570824,0.000512435,0.0001361114,0.0006319391,0.0000102678,0.0005107129,0.00007089986,0.0002590739],"category_scores_gemma":[0.00009631863,0.0001114237,0.0004855296,0.001042555,0.0004790289,0.00008640827,0.0002726445,0.0002773654,0.000002983038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002535938,"about_ca_system_score_gemma":0.00003505163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002341169,"about_ca_topic_score_gemma":0.0002775262,"domain_scores_codex":[0.998459,0.0003311461,0.0006009999,0.0002499785,0.00009671588,0.0002621413],"domain_scores_gemma":[0.9985129,0.0003447878,0.000585482,0.0004707731,0.0000790767,0.000007025295],"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":[0.0002822162,0.002043678,0.344892,0.001659248,0.006886463,0.00001090037,0.09062018,0.001379802,0.5445328,0.006041058,0.001573169,0.00007850622],"study_design_scores_gemma":[0.001050628,0.0002563726,0.08751961,0.0007046221,0.002629072,0.00001027005,0.1228035,0.00001978704,0.7840145,0.0001044931,0.0004259628,0.0004612132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952832,0.001484301,0.00188807,0.0000816339,0.0003769623,0.0002358845,0.00008981641,0.00002337296,0.0005367922],"genre_scores_gemma":[0.9987689,0.00008377893,0.0001629977,0.000028014,0.0000088734,3.561581e-7,0.00003358748,0.00001311679,0.0009004106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2573724,"threshold_uncertainty_score":0.4860429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043974671062043,"score_gpt":0.3055213208687935,"score_spread":0.2615466498067505,"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."}}