{"id":"W4220933259","doi":"10.22251/jlcci.2022.22.6.751","title":"Competencies and Curriculum for Resident’s Career Planning: Review and Suggestions","year":2022,"lang":"en","type":"article","venue":"Korean Association For Learner-Centered Curriculum And Instruction","topic":"Healthcare Education and Workforce Issues","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Career planning; Medical education; Psychology; Pedagogy; Sociology; 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":[0.0005983314,0.0001809951,0.0003145542,0.0001399505,0.001145761,0.0001105976,0.0000689553,0.00008915975,0.00003730255],"category_scores_gemma":[0.0004890306,0.0001878619,0.0000749438,0.0002189115,0.00004582163,0.0002439367,0.00005305752,0.0002324878,9.89675e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462914,"about_ca_system_score_gemma":0.0000274299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002762394,"about_ca_topic_score_gemma":0.00005734635,"domain_scores_codex":[0.9984643,0.0001915519,0.0003962731,0.0003871496,0.0002388573,0.0003218779],"domain_scores_gemma":[0.9989645,0.000124578,0.0003893877,0.0001155093,0.0002658875,0.0001400657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009228916,0.0002325954,0.7903447,0.002025955,0.0001360872,6.158825e-7,0.006858146,0.00002056693,0.00009374848,0.01097409,0.1439002,0.045321],"study_design_scores_gemma":[0.004574754,0.001107175,0.09901425,0.0008989497,0.000711785,0.0001326351,0.0331111,0.001942848,0.00008153042,0.002065895,0.8555036,0.0008554388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567208,0.01533126,0.0001119215,0.02118837,0.003124958,0.002299106,0.0003226221,0.0002149227,0.0006860589],"genre_scores_gemma":[0.9941871,0.001386281,0.0006290735,0.001087923,0.0003347418,0.0004244315,0.0006203574,0.0000371063,0.001293013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7116034,"threshold_uncertainty_score":0.8812387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002157803357365,"score_gpt":0.3108598641491154,"score_spread":0.2808382861155417,"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."}}