{"id":"W3215232100","doi":"10.1007/978-3-030-80691-0_29","title":"Wheezing in Children","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wheeze; Presentation (obstetrics); Quarter (Canadian coin); Medicine; Pediatrics; Audiology; Asthma; History; Surgery; Internal medicine","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":[0.0002023689,0.0006565677,0.000636096,0.0008931613,0.0006964685,0.0008272246,0.0005441036,0.001094064,0.02154204],"category_scores_gemma":[0.0004602787,0.0002932297,0.0004377392,0.0005929781,0.0004553146,0.0007813988,0.001333477,0.001998159,0.006264667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006191774,"about_ca_system_score_gemma":0.0007801783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004391646,"about_ca_topic_score_gemma":0.01583801,"domain_scores_codex":[0.9998863,0.00002058912,0.000007524089,0.000009824367,0.00005479572,0.0000209321],"domain_scores_gemma":[0.9999216,0.00003571352,0.000006650093,0.000003374336,0.00001438544,0.0000182775],"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":[0.00004260368,0.000137285,0.001133398,0.00100902,0.00001233376,0.00227543,0.0009225325,0.0005177599,0.0009352122,0.01928319,0.600994,0.3727373],"study_design_scores_gemma":[0.000005043731,0.00005479507,0.002638253,0.0009287004,0.00000788492,0.003696984,0.000269229,0.00006105869,0.0001079965,0.002284735,0.9899386,0.000006729064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003541236,0.3131834,0.001727944,0.008759384,0.01315237,0.0001133785,0.0002526579,0.0001475688,0.6591221],"genre_scores_gemma":[0.009570437,0.198253,0.002086752,0.003707959,0.004124296,0.0001149671,0.0002710141,0.00006276279,0.7818089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02154204,"threshold_uncertainty_score":0.07206529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151667983291831,"score_gpt":0.250003658246722,"score_spread":0.2348368599175389,"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."}}