{"id":"W3191004931","doi":"10.46542/pe.2021.211.292297","title":"Using mock interviews to prepare pharmacy students for professional placement: Results from a pilot study","year":2021,"lang":"en","type":"article","venue":"Pharmacy Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Preceptor; Pharmacy; Medical education; Inclusion (mineral); Curriculum; Psychology; Medicine; Nursing; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000789726,0.0002100267,0.0002748638,0.0002178534,0.0002178675,0.00006496566,0.0002290226,0.00001933266,0.000693961],"category_scores_gemma":[0.001503447,0.0002071618,0.00005269559,0.0007048369,0.00001900149,0.00021241,0.0001432997,0.0002169258,0.00005654991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005395007,"about_ca_system_score_gemma":0.001898556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002990428,"about_ca_topic_score_gemma":0.00002727065,"domain_scores_codex":[0.997423,0.0001731375,0.000822306,0.0006290285,0.0006753052,0.0002772456],"domain_scores_gemma":[0.9979711,0.0001147931,0.0002389496,0.000471136,0.001049505,0.000154502],"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":[0.01018985,0.07122246,0.1145646,0.0005725998,0.0008115188,0.00001159207,0.05116943,0.0001076926,0.08237742,0.00005191913,0.5628368,0.1060841],"study_design_scores_gemma":[0.05624655,0.002100185,0.05846041,0.002732292,0.002249552,0.00007202831,0.06451058,0.0116963,0.06775661,0.0004716305,0.7323555,0.001348411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817019,0.000171403,0.0009378955,0.006729316,0.005922555,0.003959114,0.00007452005,0.00006259444,0.0004407736],"genre_scores_gemma":[0.9726462,0.0000161347,0.01129306,0.006586426,0.00179316,0.001390713,0.001646748,0.00004446914,0.004583077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1695187,"threshold_uncertainty_score":0.8447813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2093514433490353,"score_gpt":0.54754899207687,"score_spread":0.3381975487278347,"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."}}