{"id":"W3125340303","doi":"10.1136/bmjoq-2020-001179","title":"NO WAIT: new organised well-adapted immediate triage: a lean improvement project","year":2021,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Emergency department; Medicine; Medical emergency; Emergency medicine; Multidisciplinary team; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001367958,0.0002651802,0.0007877821,0.00004062623,0.0001768238,0.00005929207,0.0002796155,0.0001020613,0.002922028],"category_scores_gemma":[0.001971407,0.0002157606,0.0001943251,0.0004467127,0.00005003514,0.0001480563,0.0005962043,0.0002594939,0.0004022275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012989,"about_ca_system_score_gemma":0.001420525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002514236,"about_ca_topic_score_gemma":0.0004923572,"domain_scores_codex":[0.9975089,0.0001926039,0.0008292554,0.0005844895,0.0004845835,0.0004002139],"domain_scores_gemma":[0.9981447,0.0001086176,0.0002786843,0.0007864729,0.0004864749,0.0001950031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003124427,0.0010522,0.004065023,0.0009574844,0.001263557,0.000574551,0.003732716,3.948331e-7,0.07977715,0.002665396,0.8492475,0.0535396],"study_design_scores_gemma":[0.02697925,0.001728882,0.03578212,0.0005606129,0.0008678443,0.00005954722,0.01179805,0.00004424917,0.1168359,0.001173018,0.8025258,0.001644722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4817494,0.00244319,0.0004834047,0.03954329,0.004518123,0.01943542,0.0002732814,0.000423862,0.4511301],"genre_scores_gemma":[0.6302937,0.00207235,0.007077479,0.02005517,0.004005097,0.00106761,0.001052441,0.0001887945,0.3341874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1485443,"threshold_uncertainty_score":0.9979894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170058504923668,"score_gpt":0.4381150568993122,"score_spread":0.3211092064069455,"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."}}