{"id":"W2032372229","doi":"10.1111/j.1365-2834.2009.01030.x","title":"Education and Professional development","year":2009,"lang":"en","type":"editorial","venue":"Journal of Nursing Management","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional development; Nursing; Medical education; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009352558,0.000197187,0.0002797475,0.0005065971,0.0001112412,0.00005501539,0.0002044586,0.0002293299,0.0002006111],"category_scores_gemma":[0.00003745042,0.0001752365,0.00005702209,0.0001152824,0.00002519485,0.00009508917,0.00002745766,0.0004509949,0.00003697411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004726988,"about_ca_system_score_gemma":0.000563682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.409033e-7,"about_ca_topic_score_gemma":3.621169e-7,"domain_scores_codex":[0.9979131,0.0001044556,0.0006717307,0.0002087669,0.0009078033,0.0001941459],"domain_scores_gemma":[0.998668,0.00007600938,0.0007246694,0.0001359292,0.000316577,0.0000788802],"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":[0.00006318505,0.0004659656,0.000008771,0.00003131208,0.0001010238,0.000008469282,0.001290572,5.798649e-7,9.119465e-7,0.0002747975,0.6002556,0.3974988],"study_design_scores_gemma":[0.00061138,0.0001121127,0.01763044,0.002147361,0.0001835784,0.00001812596,0.0006040653,0.000001106036,0.000001991706,0.001900086,0.9766032,0.0001865524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001377318,0.00180209,0.0002624199,0.0005174871,0.9697093,0.0002274766,5.566087e-7,0.000009526936,0.02609383],"genre_scores_gemma":[0.002616445,0.0003810466,0.01763057,0.0001563783,0.863791,0.00003070805,0.0001292147,0.00005317379,0.1152114],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3973122,"threshold_uncertainty_score":0.7145935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449842712066498,"score_gpt":0.3984642518642348,"score_spread":0.3739658247435698,"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."}}