{"id":"W1522935711","doi":"10.1002/9781444302639.ch3","title":"Antimicrobial Resistance Risk Assessment","year":2008,"lang":"en","type":"other","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Biology; Microbiology; Antibiotics","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":[0.01300605,0.001038006,0.001163019,0.004199691,0.0006263852,0.005047732,0.001926667,0.001469507,0.04158856],"category_scores_gemma":[0.04005202,0.0003966752,0.001538681,0.003378367,0.0004528463,0.002967235,0.002213749,0.002381293,0.01551649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002326308,"about_ca_system_score_gemma":0.003403358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004747507,"about_ca_topic_score_gemma":0.005843284,"domain_scores_codex":[0.9852588,0.005726024,0.001236861,0.0008910671,0.006571433,0.0003157142],"domain_scores_gemma":[0.9715375,0.01191169,0.002497511,0.00305477,0.01059944,0.0003992124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002226556,0.0001965369,0.01317705,0.002506358,0.00026026,0.0001736061,0.0006015129,0.003176029,0.002008343,0.07107324,0.220372,0.6862324],"study_design_scores_gemma":[0.00003296988,0.0001423882,0.02187318,0.00363782,0.0001744288,0.0004802919,0.0008149377,0.00472705,0.004544813,0.04900613,0.9144801,0.00008599203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01240706,0.0262573,0.1966146,0.0334614,0.002633292,0.002123242,0.05741811,0.002642745,0.6664423],"genre_scores_gemma":[0.1800089,0.05213341,0.4348345,0.009560713,0.003183882,0.003184622,0.05883321,0.001684912,0.2565759],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04158856,"threshold_uncertainty_score":0.1391276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006275211320909133,"score_gpt":0.2322627077505067,"score_spread":0.2259874964295976,"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."}}