{"id":"W2440866932","doi":"10.1097/nur.0000000000000217","title":"Supporting and Empowering Nurses Undergoing Critical Care Certification","year":2016,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Nursing education and management","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Jewish General Hospital","keywords":"Certification; Nursing; MEDLINE; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003956679,0.0001728186,0.0002563834,0.00008928846,0.0002716629,0.0001466132,0.0001610451,0.0001247996,0.0003589691],"category_scores_gemma":[0.003153447,0.0001400867,0.0001082596,0.000119352,0.000543103,0.0002393005,0.0000337098,0.0001470427,0.0001576932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588788,"about_ca_system_score_gemma":0.00004207898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001629377,"about_ca_topic_score_gemma":0.00006741787,"domain_scores_codex":[0.9979385,0.000160157,0.0007170306,0.0005595688,0.0002188882,0.0004058183],"domain_scores_gemma":[0.998004,0.001047743,0.0001587406,0.0004044588,0.0001361258,0.0002489141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002742542,0.0004047662,0.03568868,0.0001770009,0.00002263449,0.00001100642,0.002931349,4.055398e-7,0.001443873,0.02769902,0.09369976,0.8376473],"study_design_scores_gemma":[0.001988956,0.0004969061,0.2027049,0.0008958144,0.0002169842,0.00001666492,0.01408796,0.00002498695,0.002104095,0.007097948,0.7696297,0.0007350098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6445216,0.0007268502,0.001930883,0.1651394,0.1117283,0.001056925,0.00003852407,0.0008640198,0.07399356],"genre_scores_gemma":[0.9925748,0.00002226291,0.0007017906,0.001003337,0.002019446,0.00001269794,0.00001146727,0.00003920887,0.003615006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8369122,"threshold_uncertainty_score":0.5712572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0608189186314626,"score_gpt":0.4581148457632907,"score_spread":0.3972959271318281,"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."}}