{"id":"W2800704373","doi":"10.1055/s-0038-1642609","title":"Nursing Information Flow in Long-Term Care Facilities","year":2018,"lang":"en","type":"article","venue":"Applied Clinical Informatics","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Alberta Health Services","funders":"Alberta Health Services","keywords":"Long-term care; Nursing; Nursing care; Information system; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004251384,0.0001882127,0.0003057817,0.0001773525,0.0001656302,0.0002155675,0.0001940854,0.0002219186,0.0001040428],"category_scores_gemma":[0.0001286231,0.0001840498,0.00008780535,0.0002487945,0.0003395338,0.00119631,0.00003254668,0.0003026296,0.0008183429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225757,"about_ca_system_score_gemma":0.00003529635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001651969,"about_ca_topic_score_gemma":0.00004027591,"domain_scores_codex":[0.9976005,0.00003824956,0.001556969,0.0001089824,0.0003262865,0.0003690237],"domain_scores_gemma":[0.9988599,0.0002406594,0.0003264851,0.0003176107,0.0001439513,0.0001113876],"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":[0.0002986003,0.0001364634,0.01785927,0.0002323447,0.00001154687,3.082766e-7,0.05691425,0.0001003784,0.000004065359,0.001209257,0.005157856,0.9180757],"study_design_scores_gemma":[0.0192583,0.003812262,0.7035124,0.003564156,0.000332602,0.00002097182,0.1496607,0.02479384,0.008775869,0.01343236,0.06984587,0.002990752],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339228,0.00004889124,0.006015791,0.0003834789,0.003215849,0.0008356491,0.00003035601,0.0002098307,0.05533741],"genre_scores_gemma":[0.9919316,0.00001994586,0.005848309,0.001524424,0.0003118237,0.00003294687,0.0003011288,0.00001266184,0.00001720576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9150849,"threshold_uncertainty_score":0.9999596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02857237711534633,"score_gpt":0.3728404626160822,"score_spread":0.3442680855007359,"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."}}