{"id":"W4388334632","doi":"10.46542/pe.2023.236.151","title":"FIP Brisbane 2023: Academic Pharmacy","year":2023,"lang":"en","type":"article","venue":"Pharmacy Education","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Pharmacy; Psychology; Medicine; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003207678,0.0007410326,0.0006215072,0.0026439,0.003263377,0.003621178,0.001643576,0.002698434,0.7662942],"category_scores_gemma":[0.01148583,0.0005402507,0.0004898205,0.002612907,0.0006057518,0.001482123,0.004256953,0.001858458,0.3861229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003721029,"about_ca_system_score_gemma":0.01510879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009866645,"about_ca_topic_score_gemma":0.02436017,"domain_scores_codex":[0.9972296,0.0004802829,0.0001597089,0.0003383517,0.000812431,0.0009796042],"domain_scores_gemma":[0.9813476,0.001207515,0.0007833528,0.0005448642,0.004964152,0.01115252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009445288,0.0004776833,0.003131385,0.0005205931,0.00001326095,0.0002359852,0.0001466412,0.00005596722,0.0006620806,0.0005817467,0.9135846,0.0796455],"study_design_scores_gemma":[0.001162037,0.001007566,0.07647105,0.0007012686,0.00002636563,0.0004208687,0.0007930422,0.0003529842,0.001052848,0.0006836151,0.9172929,0.00003545035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04260828,0.003380568,0.001323784,0.04896429,0.01602348,0.005660608,0.05670724,0.002586988,0.8227447],"genre_scores_gemma":[0.0528709,0.0008663473,0.0007709235,0.004927318,0.002933925,0.00167003,0.008660939,0.0004286475,0.926871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7662942,"threshold_uncertainty_score":0.333353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2830096009869977,"score_gpt":0.5374333409991725,"score_spread":0.2544237400121748,"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."}}