{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341216,0.0001830074,0.0002414277,0.002161211,0.003799841,0.00163617,0.001159528,0.001082769,0.009760118],"category_scores_gemma":[0.005544425,0.0003346714,0.0003491114,0.002455867,0.0009036943,0.0006003681,0.001472451,0.001682714,0.0005717518],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05904508,"about_ca_system_score_gemma":0.1995058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9942364,"about_ca_topic_score_gemma":0.9978815,"domain_scores_codex":[0.9978332,0.000109841,0.00006868236,0.0001544164,0.0008161028,0.001017816],"domain_scores_gemma":[0.9887931,0.0003414435,0.000531886,0.00008382082,0.005740081,0.004509721],"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":[0.0002007267,0.0003427364,0.4519873,0.0006131028,0.00007269761,0.001663856,0.002021398,0.0009498902,0.0004694463,0.01550769,0.3372912,0.18888],"study_design_scores_gemma":[0.00007075137,0.00005750263,0.8683344,0.0007641439,0.00002664437,0.0005028796,0.00331242,0.0009360957,0.0001256366,0.000533031,0.1252878,0.00004863417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6212646,0.03152096,0.001041347,0.1345709,0.005791512,0.0005231991,0.01066073,0.000238364,0.1943884],"genre_scores_gemma":[0.9273745,0.01168281,0.0008394253,0.01355098,0.0003052837,0.00007827505,0.002444034,0.0000471998,0.04367755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9942364,"threshold_uncertainty_score":0.428404,"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."}}