{"id":"W3088331714","doi":"10.1016/j.outlook.2020.08.009","title":"Measuring organizational context in Australian emergency departments and its impact on stroke care and patient outcomes","year":2020,"lang":"en","type":"article","venue":"Nursing Outlook","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"National Health and Medical Research Council","keywords":"Context (archaeology); Stroke (engine); Audit; Medicine; Emergency department; Emergency nursing; Nursing; Medical emergency; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002474959,0.0001681179,0.0002346614,0.00007638493,0.00004444969,0.00001277097,0.00003926744,0.00004982306,0.0001130005],"category_scores_gemma":[0.00008621423,0.000142378,0.00003590675,0.00009550259,0.00002163045,0.00005460014,0.00002938474,0.0001262565,0.0000145015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206563,"about_ca_system_score_gemma":0.00002648014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001250848,"about_ca_topic_score_gemma":0.000003729997,"domain_scores_codex":[0.9990297,0.00001858436,0.0002122526,0.0002684201,0.0002680685,0.0002029575],"domain_scores_gemma":[0.9995973,0.00001336516,0.00005580357,0.00009087495,0.00005670407,0.0001860009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001521186,0.00009064468,0.9721798,0.00007924582,0.0001063892,0.00003559579,0.007665306,0.0000199206,0.001789608,0.00003792859,0.005851994,0.01199145],"study_design_scores_gemma":[0.00359623,0.001098935,0.9751173,0.0003566146,0.0001863092,0.00001696814,0.007257103,0.0003870054,0.009231277,0.000009209584,0.002425682,0.0003173205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906247,0.0006481099,0.000007110856,0.004822305,0.0001273954,0.0004143603,0.00003353908,0.00003511148,0.003287338],"genre_scores_gemma":[0.9988828,0.00002975368,0.0001291503,0.0006189002,0.00003682934,0.000006238234,0.00002909826,0.00002281469,0.000244437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167413,"threshold_uncertainty_score":0.5806007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292389196493632,"score_gpt":0.3017318119190859,"score_spread":0.2688079199541496,"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."}}