{"id":"W2084850904","doi":"10.1128/jmbe.v11i2.220","title":"Clinical Microbiology in Pharmacy Education: A Practice-based Approach","year":2010,"lang":"en","type":"article","venue":"Journal of Microbiology and Biology Education","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pharmacy; Clinical pharmacy; Pharmacy practice; Medicine; Clinical microbiology; Microbiology; Medical education; Family medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04425275,0.0007585287,0.0006787084,0.005947023,0.005837539,0.01115749,0.004779033,0.003987939,0.004956179],"category_scores_gemma":[0.03889785,0.0006230355,0.0005852531,0.003381175,0.006117456,0.005125494,0.01548466,0.005921967,0.001255005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01458935,"about_ca_system_score_gemma":0.08979643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004233201,"about_ca_topic_score_gemma":0.01307621,"domain_scores_codex":[0.9717946,0.01652334,0.001647679,0.001572583,0.006697534,0.001764218],"domain_scores_gemma":[0.9486402,0.01219293,0.003686231,0.002202641,0.01146584,0.02181225],"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":[0.0001069901,0.006152073,0.02135938,0.004186249,0.00005516302,0.001463939,0.0352147,0.001628083,0.002140983,0.02928379,0.02817056,0.8702381],"study_design_scores_gemma":[0.0007222668,0.006937525,0.07934138,0.01865265,0.0002345828,0.006565684,0.2251961,0.007732773,0.006165672,0.1089174,0.5391881,0.0003459537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1795017,0.01803094,0.2275443,0.4082893,0.004461682,0.02061329,0.0001872627,0.001228712,0.1401428],"genre_scores_gemma":[0.52158,0.0158682,0.4184996,0.02063005,0.001161489,0.007544786,0.0001778401,0.0001164055,0.01442175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04425275,"threshold_uncertainty_score":0.2340337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0472595657495568,"score_gpt":0.4181054035135419,"score_spread":0.3708458377639851,"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."}}