{"id":"W4280541429","doi":"10.3389/fphar.2022.881243","title":"Evaluation of Consumers Perspective on the Consumption of Antibiotics, Antibiotic Resistance, and Recommendations to Improve the Rational use of Antibiotics: An Exploratory Qualitative Study From Post-Conflicted Region of Pakistan","year":2022,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Central University Basic Research Fund of China; Xi’an Jiaotong University","keywords":"Pharmacy; Antibiotic resistance; Thematic analysis; Medicine; Antibiotics; Family medicine; Qualitative research; Consumption (sociology); Resistance (ecology); Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004431844,0.0003618418,0.0004947003,0.0008809025,0.004407453,0.002067478,0.0007715413,0.001075237,0.002742152],"category_scores_gemma":[0.005773567,0.0004907247,0.0003147901,0.000972404,0.003490753,0.002217844,0.001819313,0.001701461,0.0002087431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003051776,"about_ca_system_score_gemma":0.002419451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008865664,"about_ca_topic_score_gemma":0.01352,"domain_scores_codex":[0.9976865,0.00137896,0.00007732762,0.0001344769,0.0002754682,0.0004473141],"domain_scores_gemma":[0.9941602,0.004101696,0.0005340244,0.00008647022,0.0006082417,0.0005094399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003701766,0.00004322264,0.00907228,0.0001294199,0.000004209071,0.001428594,0.9851508,0.00002049365,0.0008461202,0.000315434,0.0003093353,0.002643062],"study_design_scores_gemma":[0.000001512391,0.00004998002,0.003188524,0.00004936989,0.000003023076,0.0001997015,0.9940711,0.00004555357,0.0001745634,0.00005391408,0.002156123,0.000006666417],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970399,0.0002055326,0.0003336145,0.0008129475,0.00001316468,0.00004071205,0.00006657049,0.000003079636,0.00148457],"genre_scores_gemma":[0.997156,0.0005016205,0.000389579,0.00042165,0.00001164639,0.00005544548,0.00004615181,0.000007321662,0.001410541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008865664,"threshold_uncertainty_score":0.0234381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05898305946076311,"score_gpt":0.3698719463550793,"score_spread":0.3108888868943162,"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."}}