{"id":"W3208693906","doi":"10.1371/journal.pone.0259069","title":"Exploring gender differences in knowledge and practices related to antibiotic use in Southeast Asia: A scoping review","year":2021,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Psychological intervention; Context (archaeology); Antibiotic resistance; Thematic analysis; Socioeconomic status; Medicine; Antibiotics; Environmental health; Qualitative research; Population; Geography; Biology; Sociology; Nursing; Social science","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":[0.0004596582,0.0003831993,0.002628522,0.0003222275,0.00007233596,0.00003703307,0.0002120104,0.000385048,0.00007586828],"category_scores_gemma":[0.0009424045,0.0003073688,0.0001206097,0.0006829938,0.00008516641,0.000216035,0.0002167503,0.000838204,0.000260577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005358414,"about_ca_system_score_gemma":0.0002580871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004085225,"about_ca_topic_score_gemma":0.00032166,"domain_scores_codex":[0.9970813,0.000881241,0.0008743065,0.0006936346,0.00005439299,0.0004151184],"domain_scores_gemma":[0.9984604,0.0005674669,0.0005117067,0.0003688541,0.00005282017,0.00003876143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002823325,0.003357518,0.006560228,0.867525,0.00238364,0.0003165686,0.001452454,4.329834e-8,0.0003026467,0.0005256371,0.00007112143,0.1174769],"study_design_scores_gemma":[0.0002405338,0.00004226636,0.0006529912,0.9928615,0.001013106,0.00003672406,0.0002627985,1.45751e-7,0.00003532948,0.00000165969,0.004460705,0.0003922457],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007892494,0.9900155,6.10721e-7,0.00005482233,0.0001293888,0.001480778,0.00001315438,0.00003019994,0.0003830377],"genre_scores_gemma":[0.001953815,0.9971661,0.000100456,0.00001546225,0.00001749733,0.0000454797,0.00005534015,0.00003790679,0.000607917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1253365,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3775347241057042,"score_gpt":0.3624213897525908,"score_spread":0.01511333435311341,"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."}}