{"id":"W4288066158","doi":"10.1097/pec.0000000000001577","title":"Management of Wheezy Preschoolers in the Emergency Department","year":2018,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Medicine; Wheeze; Randomized controlled trial; Emergency department; Pediatrics; Asthma; Population; Clinical trial; Family medicine; Pediatric emergency medicine; Emergency medicine; Emergency physician; Psychiatry; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005924351,0.0002682254,0.0004720125,0.0002275201,0.00051259,0.0005947511,0.000375012,0.0009237159,0.002926277],"category_scores_gemma":[0.01637588,0.0001758004,0.0004936471,0.0001552406,0.0004384222,0.0004059923,0.0004029229,0.0006610983,0.0001812977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008134976,"about_ca_system_score_gemma":0.001649307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129289,"about_ca_topic_score_gemma":0.003085343,"domain_scores_codex":[0.9940655,0.004403289,0.0003929925,0.0003333167,0.0005230755,0.0002818167],"domain_scores_gemma":[0.9914435,0.005203173,0.002458006,0.0002066517,0.0002078788,0.0004808187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1542813,0.06677672,0.3083595,0.01264065,0.003189583,0.001672456,0.006896036,0.01036297,0.03725376,0.00411322,0.004564932,0.3898889],"study_design_scores_gemma":[0.090042,0.3763288,0.4621226,0.004319225,0.001921196,0.001707465,0.009638838,0.007490606,0.01681542,0.004701095,0.02470556,0.0002072146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9938402,0.001523029,0.0007693211,0.0007837984,0.00004511932,0.001368,0.0001216236,0.00001054232,0.001538404],"genre_scores_gemma":[0.9922379,0.0008300072,0.004442732,0.000485115,0.0000653696,0.001450495,0.00006501292,0.000001170613,0.0004221808],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005924351,"threshold_uncertainty_score":0.0313313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170010292030213,"score_gpt":0.2878231523839088,"score_spread":0.2761230494636067,"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."}}