{"id":"W4296498811","doi":"10.1093/pch/21.supp5.e90b","title":"Evaluating Caregiver Management of Asthma Exacerbations at Home","year":2016,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Asthma; Medicine; Asthma exacerbations; Emergency department; Exacerbation; Bronchiolitis; Pediatrics; Outpatient clinic; Test (biology); Family medicine; Physical therapy; Internal medicine; Nursing","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":[0.002239528,0.0002894535,0.0004436262,0.0007369154,0.0005426449,0.0005694444,0.0003202909,0.0002466278,0.001271409],"category_scores_gemma":[0.007750504,0.0001509938,0.0003307034,0.0004234528,0.0001357137,0.0003340374,0.0005549171,0.0003519412,0.0002059304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005827973,"about_ca_system_score_gemma":0.0006048448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004186454,"about_ca_topic_score_gemma":0.004799196,"domain_scores_codex":[0.9989738,0.0005067119,0.0001736454,0.00006405515,0.0001712708,0.0001105799],"domain_scores_gemma":[0.9969684,0.0006438952,0.0009253474,0.00005857722,0.0008964388,0.0005072746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002021816,0.0001554546,0.9813476,0.0001563342,0.00006657255,0.0003228318,0.001710269,0.000105763,0.0001989547,0.00001152643,0.0005328791,0.01518974],"study_design_scores_gemma":[0.00002932734,0.0009861403,0.9880638,0.0001925791,0.00009222844,0.0009709535,0.007102987,0.0009890167,0.0004636075,0.00003215748,0.001062562,0.00001467046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981229,0.0005148964,0.0001536072,0.00006514275,0.00001250775,0.00007749324,0.0001553186,0.00000567048,0.0008924736],"genre_scores_gemma":[0.9988137,0.0004171673,0.0003854798,0.00002393182,0.000008295792,0.00004185635,0.0001721196,9.492782e-7,0.000136411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004186454,"threshold_uncertainty_score":0.01184386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701903172298839,"score_gpt":0.3280311541051668,"score_spread":0.3010121223821783,"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."}}