{"id":"W2599812018","doi":"","title":"A questionnaire study investigating undergraduate pharmacy students’ opinions on assessment methods and an integrated five-year pharmacy degree.","year":2017,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Pharmacy; Medical education; Formative assessment; Set (abstract data type); Medicine; Psychology; Family medicine; Mathematics education; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01238891,0.0003019327,0.0005546826,0.001166613,0.001083751,0.002003511,0.0004041785,0.00077053,0.004103215],"category_scores_gemma":[0.02266989,0.0004166746,0.0005882403,0.001013333,0.000751673,0.001237773,0.001360612,0.001423719,0.0006310128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680359,"about_ca_system_score_gemma":0.002455613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391325,"about_ca_topic_score_gemma":0.002532856,"domain_scores_codex":[0.9946397,0.001961161,0.0004953214,0.0003754052,0.001583969,0.0009445286],"domain_scores_gemma":[0.9745347,0.009404185,0.004760808,0.0004976901,0.005203524,0.005599027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001453885,0.01073436,0.6894048,0.001016693,0.0001030833,0.00068109,0.1347547,0.0002159822,0.005505931,0.000565571,0.004852005,0.1507118],"study_design_scores_gemma":[0.0002290197,0.01563693,0.8147609,0.0004200019,0.00005246793,0.0006144632,0.1497751,0.0007324544,0.00138295,0.0001312118,0.01615687,0.0001075464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982181,0.0001007214,0.0002258334,0.0001814058,0.00003263298,0.0003416493,0.00008671162,0.00000576612,0.0008072745],"genre_scores_gemma":[0.9963379,0.0001792886,0.0008915443,0.0004282293,0.00002811439,0.0005371803,0.00009743534,0.000004159118,0.001496089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238891,"threshold_uncertainty_score":0.06551963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210194289996377,"score_gpt":0.5193928089720254,"score_spread":0.3983733799723877,"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."}}