{"id":"W3165248130","doi":"10.29173/cjen126","title":"Emergency Nursing Certification in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Certification; Nursing; Emergency nursing; Medicine; Medical emergency; Political science; Emergency department","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004610862,0.0001377193,0.0002502658,0.0003479696,0.0003918476,0.000006928213,0.0002226047,0.00006867116,0.005700156],"category_scores_gemma":[0.0002670873,0.0001498402,0.00008211211,0.0006387107,0.00001827789,0.0002039681,0.000006660948,0.0004623375,0.00002858224],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003271019,"about_ca_system_score_gemma":0.0145819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7096375,"about_ca_topic_score_gemma":0.9928493,"domain_scores_codex":[0.9973379,0.0004305614,0.001122959,0.0001811649,0.0002535951,0.0006737584],"domain_scores_gemma":[0.9983306,0.00003118857,0.0003721498,0.0002579553,0.0003886661,0.0006194201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008811259,0.0001265948,0.1467194,0.0001887814,0.0000890276,0.001015343,0.04604288,0.0004024965,0.00132232,0.005962965,0.6972045,0.1008376],"study_design_scores_gemma":[0.001422346,0.00009324287,0.4288589,0.006337836,0.0002068287,0.0000682171,0.2200911,0.0004557696,0.0002615105,0.01311852,0.3282397,0.0008460447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673698,0.00596388,0.001114174,0.01293698,0.02446492,0.0002957226,0.00001803572,0.000006829985,0.0878296],"genre_scores_gemma":[0.9954124,0.0002743342,0.0001543666,0.0002130627,0.0003565031,0.000005449075,0.000009303482,0.00002602975,0.003548538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689648,"threshold_uncertainty_score":0.9952087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011412578718416,"score_gpt":0.4055188621121107,"score_spread":0.3043776042402692,"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."}}