{"id":"W4416406751","doi":"10.1002/ase.70155","title":"Curriculum to career: A qualitative study of pathologists' assistant graduates' experiences","year":2025,"lang":"en","type":"article","venue":"Anatomical Sciences Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Accreditation; Curriculum; Qualitative research; Feeling; Professional development; Standardization; Class (philosophy); Curriculum development","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":[0.001069698,0.0001021627,0.000218867,0.0004301733,0.0001782593,0.00002863961,0.0002479265,0.00005420321,0.0000593508],"category_scores_gemma":[0.001982629,0.00007770414,0.00003477836,0.003085004,0.0004192842,0.0001069021,0.00005073955,0.0001261561,0.00001051998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904959,"about_ca_system_score_gemma":0.0009636733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008715976,"about_ca_topic_score_gemma":0.0000468645,"domain_scores_codex":[0.9983341,0.0001447937,0.0004487988,0.0003771137,0.0005003379,0.0001948339],"domain_scores_gemma":[0.9990572,0.00007363681,0.0001195759,0.0002197739,0.0004684197,0.00006133637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004980863,0.01012524,0.1673036,0.0001135118,0.00005113766,0.000002039052,0.6525219,0.000007488061,0.001295555,0.03859119,0.03505176,0.09488674],"study_design_scores_gemma":[0.0002320358,0.000623218,0.02004561,0.0001291864,0.00003356512,0.000002430827,0.9761714,0.0002362998,0.0007504533,0.0009586215,0.0007227538,0.00009437923],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902483,0.00008191462,0.0003168531,0.005677613,0.0009858996,0.0006654239,6.955488e-7,0.00002822139,0.001995033],"genre_scores_gemma":[0.9953801,0.000003181694,0.002829676,0.001204893,0.00005242045,0.0003387411,0.000008377265,0.000003094606,0.0001795413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3236496,"threshold_uncertainty_score":0.3168683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160085388980446,"score_gpt":0.4464888220107162,"score_spread":0.4148879681209117,"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."}}