{"id":"W4306291728","doi":"10.17483/2368-6669.1356","title":"Nurse Educator Certification: Overview and Evaluation of the Canadian Association of Schools of Nursing Program","year":2022,"lang":"en","type":"article","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Certification; Nursing; Medical education; Nurse educator; Nurse education; Value (mathematics); Professional development; Psychology; Professional certification (computer technology); Medicine; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03373411,0.0006722936,0.0007672072,0.006323952,0.005338519,0.002778759,0.003137391,0.000811093,0.002084723],"category_scores_gemma":[0.03331659,0.0004758391,0.0009446514,0.01059884,0.001298741,0.0008983034,0.002749571,0.001281103,0.0003316705],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1045669,"about_ca_system_score_gemma":0.3020634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9223701,"about_ca_topic_score_gemma":0.9768807,"domain_scores_codex":[0.9536822,0.007804539,0.001725911,0.001228613,0.03230179,0.00325698],"domain_scores_gemma":[0.8930911,0.003903887,0.003617424,0.001060401,0.08856609,0.009760909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009413801,0.004042199,0.1493059,0.004980839,0.0002944336,0.0001400541,0.006308551,0.001394783,0.001069253,0.00298255,0.04244814,0.7860919],"study_design_scores_gemma":[0.0005298745,0.003540284,0.8017244,0.005672404,0.0003910697,0.0001768912,0.007391186,0.0009655937,0.001674148,0.0002590205,0.177496,0.0001791351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7142987,0.05861384,0.003562403,0.0192712,0.002637979,0.02545109,0.01042808,0.0005350201,0.1652017],"genre_scores_gemma":[0.8912334,0.04812454,0.02078497,0.003853364,0.0003484597,0.007362846,0.01027032,0.0001892912,0.01783284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9223701,"threshold_uncertainty_score":0.7586893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07470859377856952,"score_gpt":0.463822007948583,"score_spread":0.3891134141700134,"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."}}