{"id":"W2760123994","doi":"10.5688/ajpe6451","title":"Pharmacy Preceptor Judgments of Student Performance and Behavior During Experiential Training","year":2018,"lang":"en","type":"article","venue":"American Journal of Pharmaceutical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Preceptor; Narrative; Pharmacy; Medical education; Psychology; Experiential learning; Perception; Pharmacy practice; Medicine; Pedagogy; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003679887,0.0001108162,0.0002723535,0.0002547175,0.00008418116,0.00001299845,0.0001060124,0.00002217825,0.0004543052],"category_scores_gemma":[0.00014504,0.00009919387,0.00004963102,0.0004109051,0.0006349332,0.0002098772,0.00002750268,0.0002912084,0.000004895836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342585,"about_ca_system_score_gemma":0.000523368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005360019,"about_ca_topic_score_gemma":8.329071e-8,"domain_scores_codex":[0.99854,0.00005231208,0.0006145364,0.0001370074,0.0004673482,0.0001887803],"domain_scores_gemma":[0.9985929,0.00002331323,0.0004623039,0.0001094095,0.000651362,0.0001607382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004659796,0.001741651,0.1155342,0.000110322,0.00009383648,0.000001774187,0.0130008,5.264483e-7,0.06754882,0.00002386997,0.0005750034,0.8009033],"study_design_scores_gemma":[0.004180162,0.002482403,0.7775833,0.000623988,0.0009295382,0.001000229,0.02983671,0.0003600612,0.1725142,0.000005790285,0.01021186,0.0002717224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969697,0.00009635627,0.0001101548,0.0007889672,0.001557255,0.000215493,7.950277e-7,0.000008069417,0.0002531941],"genre_scores_gemma":[0.9926385,0.0001394359,0.005352139,0.0006151379,0.001146087,0.00002336183,0.000003706893,0.00001599131,0.00006559987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8006315,"threshold_uncertainty_score":0.4974323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04422434181206941,"score_gpt":0.4500965625536566,"score_spread":0.4058722207415872,"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."}}