{"id":"W2767515682","doi":"10.5688/ajpe6491","title":"Association Between Prerequisites and Academic Success at a Canadian University’s Pharmacy Program","year":2017,"lang":"en","type":"article","venue":"American Journal of Pharmaceutical Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Pharmacy; Association (psychology); Psychology; Medical education; Library science; Medicine; Family medicine; Computer science; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004389306,0.000101109,0.0002611211,0.0002087048,0.0003606225,0.00004557412,0.0002005422,0.00005393378,0.0009642848],"category_scores_gemma":[0.002396267,0.00009029704,0.00006756778,0.0001366031,0.000245558,0.0002594006,0.0000377622,0.0005819714,0.00001694155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007207787,"about_ca_system_score_gemma":0.004375896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002472064,"about_ca_topic_score_gemma":0.00013248,"domain_scores_codex":[0.9989262,0.00009562173,0.0002726947,0.0001369934,0.0003129291,0.0002555917],"domain_scores_gemma":[0.9958994,0.0001540794,0.0005973351,0.0001375786,0.000327114,0.002884513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007501587,0.0001349787,0.5931633,0.00002385608,0.0001178766,0.000009035873,0.0003131441,8.723678e-8,0.0004435879,0.00005206669,0.008927722,0.3967394],"study_design_scores_gemma":[0.001041242,0.0002117486,0.4792506,0.0001480205,0.0005786065,0.0001324935,0.0006362526,0.00006286071,0.0006540418,0.00003060927,0.5171444,0.0001090598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894915,0.0001856914,0.000009698911,0.1021044,0.0003786981,0.000215555,0.000006505602,0.00001223361,0.002172199],"genre_scores_gemma":[0.9928215,0.000738567,0.0008186881,0.002379311,0.0006841092,0.000001982351,0.00001145553,0.00001061662,0.002533752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5082167,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05841607056004168,"score_gpt":0.4579340940390041,"score_spread":0.3995180234789625,"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."}}