{"id":"W2895879521","doi":"10.1097/pec.0000000000001577","title":"Management of Wheezy Preschoolers in the Emergency Department: A Discrete Choice Experiment.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Wheeze; Randomized controlled trial; Emergency department; Pediatrics; Population; Asthma; Family medicine; Clinical trial; Psychiatry; Surgery; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01360631,0.000728597,0.0009831969,0.0002761542,0.0006259764,0.0009770599,0.001011366,0.002272422,0.007227226],"category_scores_gemma":[0.02151967,0.0006361958,0.0009127451,0.0002531028,0.001138696,0.0008684174,0.0006632048,0.002168747,0.0004185381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233188,"about_ca_system_score_gemma":0.002914957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178347,"about_ca_topic_score_gemma":0.001902371,"domain_scores_codex":[0.9912716,0.006371433,0.0005508983,0.0006009255,0.0007283942,0.0004768196],"domain_scores_gemma":[0.9703297,0.02189598,0.004865472,0.000958837,0.0004584618,0.001491528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5345131,0.3565095,0.0203432,0.002668273,0.001422843,0.0003624104,0.003203581,0.005704161,0.02929225,0.003132044,0.001650608,0.04119806],"study_design_scores_gemma":[0.2762151,0.6637759,0.02858322,0.0002998477,0.0009504872,0.0001103244,0.001036029,0.01149428,0.008442634,0.002977167,0.00598308,0.0001319472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899316,0.0001411489,0.001215838,0.0003519256,0.00009152234,0.006873737,0.0002333762,0.00001589737,0.001144798],"genre_scores_gemma":[0.9494883,0.0003235322,0.01632464,0.001101407,0.0001420969,0.02997119,0.0002499856,0.00000630551,0.002392552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01360631,"threshold_uncertainty_score":0.07195789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976998113641298,"score_gpt":0.2738184095505233,"score_spread":0.2540484284141103,"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."}}