{"id":"W1864986828","doi":"","title":"Case Study of Generic Competencies Assessment","year":2011,"lang":"en","type":"article","venue":"Pharmacy Education","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Bachelor; Commit; Pharmacy; Competency assessment; Process (computing); Medical education; Computer science; Engineering management; Psychology; Knowledge management; Medicine; Engineering; Nursing; Political science; Database","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002809842,0.0006149694,0.0003828068,0.00168222,0.002793871,0.001424847,0.00155402,0.002961409,0.005960639],"category_scores_gemma":[0.009303255,0.0002507891,0.0007111757,0.001402987,0.001543912,0.0009021728,0.00213636,0.001927491,0.001245166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097809,"about_ca_system_score_gemma":0.00219119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00650582,"about_ca_topic_score_gemma":0.01188653,"domain_scores_codex":[0.9965287,0.001545679,0.0002342424,0.0002628098,0.0009377893,0.0004908052],"domain_scores_gemma":[0.99557,0.0019135,0.0004246855,0.0003087058,0.0007332226,0.00105001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0009279716,0.005082741,0.1105784,0.001860462,0.0001385852,0.4694594,0.09956787,0.007290348,0.01004055,0.01982909,0.0264145,0.2488101],"study_design_scores_gemma":[0.0002746948,0.003414605,0.103302,0.001428467,0.0001767633,0.4900271,0.08255295,0.01900631,0.02759634,0.01203102,0.2599424,0.0002473399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189826,0.001553986,0.02551541,0.00429888,0.0002532757,0.001099774,0.000391832,0.0001611573,0.04774306],"genre_scores_gemma":[0.9654334,0.0006526106,0.01779142,0.0004930266,0.00005680535,0.0001878328,0.0001852436,0.00004829282,0.01515143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00650582,"threshold_uncertainty_score":0.01994032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3913964364353067,"score_gpt":0.5399356484283748,"score_spread":0.1485392119930681,"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."}}