{"id":"W3030380999","doi":"10.3390/antibiotics9060285","title":"Antimicrobial Resistance in Humans and Animals: Rapid Review of Psychological and Behavioral Determinants","year":2020,"lang":"en","type":"review","venue":"Antibiotics","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Psychological intervention; Resistance (ecology); Promotion (chess); Population; Behavior change; Psychology; Medicine; Environmental health; Social psychology; Ecology; Biology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003524991,0.0003650788,0.002012745,0.0001459283,0.00005278878,0.00001657858,0.0002478538,0.0004644819,0.0002387063],"category_scores_gemma":[0.00003444561,0.0003163856,0.000277275,0.0003294543,0.0002767653,0.00004032509,0.0001099315,0.0005796473,0.00003436792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002752905,"about_ca_system_score_gemma":0.00004808319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000405609,"about_ca_topic_score_gemma":0.0001311137,"domain_scores_codex":[0.9971762,0.0003741669,0.001324961,0.000646445,0.0001067126,0.0003714874],"domain_scores_gemma":[0.9988046,0.00006137324,0.0005445319,0.0003942112,0.00004420738,0.0001510992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002234507,0.0004490032,0.002159703,0.08115621,0.00001450167,0.0002371275,0.00008430284,7.190042e-11,0.00000119525,0.0003508981,0.004922107,0.9106026],"study_design_scores_gemma":[0.0003895852,0.0005962425,0.008552435,0.1758312,0.0006535237,0.0001027462,0.00001955953,3.87871e-8,0.000001070202,0.00000970394,0.8134524,0.0003915844],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00525197,0.9926022,9.571206e-7,0.00006469765,0.0003400987,0.0008913974,0.0002930266,0.00002104793,0.0005345488],"genre_scores_gemma":[0.002390397,0.9967074,0.0004208921,0.0001887123,0.00005768708,0.000003484237,0.00004102248,0.00004038011,0.0001499741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.910211,"threshold_uncertainty_score":0.9999288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2121451862339687,"score_gpt":0.506007928069699,"score_spread":0.2938627418357302,"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."}}