{"id":"W3121742600","doi":"10.1111/jpc.15352","title":"Improved care and management of paediatric neurological patients evaluated at a paediatric Rapid Access Neurology clinic: A pilot study","year":2021,"lang":"en","type":"article","venue":"Journal of Paediatrics and Child Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Referral; Emergency department; Medical diagnosis; Neurology; Pediatrics; Confidence interval; Emergency medicine; Family medicine; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002354959,0.0001985424,0.0003391251,0.0005497747,0.0005452855,0.0005989904,0.0004808226,0.0003964335,0.001533268],"category_scores_gemma":[0.008878539,0.0002124267,0.0004841967,0.000883782,0.0004482079,0.0006711707,0.0006472903,0.0007354022,0.0001948494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302603,"about_ca_system_score_gemma":0.002043071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007531867,"about_ca_topic_score_gemma":0.01082542,"domain_scores_codex":[0.9981307,0.0009928392,0.0001407692,0.000202226,0.0003346935,0.0001986891],"domain_scores_gemma":[0.9933593,0.002321347,0.00229675,0.0002711657,0.0007042725,0.001047346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006963768,0.002096144,0.9802164,0.0001313284,0.00006565909,0.0009550768,0.002218152,0.00009717955,0.0002048379,0.000039399,0.0003913537,0.01288812],"study_design_scores_gemma":[0.0001703339,0.006728866,0.9888852,0.00005315266,0.00004694088,0.001154909,0.00218182,0.0002542685,0.00008659618,0.00001786333,0.0004076077,0.0000124632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994127,0.0001048373,0.00003917998,0.00004600172,0.000004288402,0.00007108854,0.00008069711,0.000001383634,0.0002399369],"genre_scores_gemma":[0.9989662,0.0002176138,0.0004343238,0.00005959088,0.0000157637,0.0001111309,0.00012684,0.000001248948,0.00006735983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007531867,"threshold_uncertainty_score":0.01497608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549135931620014,"score_gpt":0.3035874817402797,"score_spread":0.2680961224240796,"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."}}