{"id":"W2291948128","doi":"10.1016/j.yebeh.2016.02.012","title":"A description of Canadian epilepsy monitoring units: An initial step toward developing nursing practice consensus guidelines","year":2016,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Technician; Nursing; Specialty; Medicine; Epilepsy; Health care; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006552047,0.0003396039,0.0005272138,0.0009548565,0.0002143821,0.00005183529,0.0001893612,0.000222234,0.0001412467],"category_scores_gemma":[0.00208218,0.0002601583,0.000108135,0.0009216014,0.000256955,0.0004268854,0.00003575175,0.0002775414,0.00006771729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170159,"about_ca_system_score_gemma":0.002626461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04474715,"about_ca_topic_score_gemma":0.00631551,"domain_scores_codex":[0.9967033,0.0002666264,0.0008510043,0.0005302345,0.0006815312,0.0009673556],"domain_scores_gemma":[0.9956673,0.0002624687,0.0002500446,0.0005802019,0.002139355,0.001100644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009686471,0.0007316359,0.6257123,0.00005907567,0.0001720992,0.001718642,0.001032875,0.00000110873,0.03378608,0.0006479938,0.002114834,0.3330547],"study_design_scores_gemma":[0.007527505,0.003034482,0.9040014,0.004614625,0.001257038,0.001343628,0.007463498,0.00002684093,0.05154474,0.00009768484,0.01824141,0.0008471277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881921,0.0004808385,0.000757208,0.007036918,0.0007996047,0.001061874,0.0001399682,0.0001173094,0.001414223],"genre_scores_gemma":[0.9662771,0.0004206929,0.03192071,0.0001726495,0.0006092942,0.0001605514,0.00006729944,0.00007043889,0.000301316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3322076,"threshold_uncertainty_score":0.999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2177860220184127,"score_gpt":0.4203659541225539,"score_spread":0.2025799321041412,"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."}}