{"id":"W2771124536","doi":"10.1097/nur.0000000000000349","title":"Clinical Nurse Specialist Certification Examinations","year":2017,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Clinical nurse specialist; Medical education; Nurse Administrator; Nursing; Psychology; Medicine; MEDLINE; Management; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002199163,0.0003764143,0.0004351966,0.003054507,0.001632815,0.001081749,0.001043593,0.001042631,0.2320102],"category_scores_gemma":[0.02689514,0.0002914462,0.0004624709,0.001089228,0.0002000081,0.0007906397,0.001450256,0.0008876375,0.06477211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629389,"about_ca_system_score_gemma":0.007661171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009735695,"about_ca_topic_score_gemma":0.02784484,"domain_scores_codex":[0.9971464,0.0005266526,0.0003375497,0.0002844555,0.001243152,0.0004616871],"domain_scores_gemma":[0.97676,0.0023489,0.001381215,0.001020533,0.01482625,0.003663143],"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":[0.0001046144,0.0002192289,0.02360975,0.0001663052,0.000005798779,0.0003204594,0.000192539,0.00009641369,0.0002566671,0.0007640407,0.8666602,0.107604],"study_design_scores_gemma":[0.000118552,0.0003106098,0.1936144,0.001444938,0.000013841,0.001760294,0.0008710849,0.0003854681,0.0008341554,0.0009036452,0.79969,0.00005297456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05198905,0.00236304,0.003989486,0.03521271,0.006899163,0.007061704,0.04119699,0.001305367,0.8499825],"genre_scores_gemma":[0.1960856,0.00586923,0.01367236,0.01037623,0.003223822,0.006924483,0.04184164,0.0006370767,0.7213696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2320102,"threshold_uncertainty_score":0.7761514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.271696877340135,"score_gpt":0.5829267249621247,"score_spread":0.3112298476219897,"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."}}