{"id":"W4410852741","doi":"10.1007/978-3-031-85967-0_20","title":"Bronchiolitis","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Bronchiolitis; Medicine; Internal medicine; Respiratory system","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":[0.0002619117,0.0006507604,0.0005117101,0.0008455717,0.0008529534,0.001386445,0.0005929097,0.001161526,0.09521027],"category_scores_gemma":[0.0005147893,0.0002438363,0.0005227505,0.0004400143,0.0005022063,0.0008343378,0.001053033,0.002081195,0.04522825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007273354,"about_ca_system_score_gemma":0.0007707862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002427906,"about_ca_topic_score_gemma":0.00669796,"domain_scores_codex":[0.9997998,0.00003835422,0.000009843211,0.00003089703,0.0000882868,0.00003276683],"domain_scores_gemma":[0.999869,0.00004163647,0.000009417021,0.00001713513,0.0000364992,0.00002627838],"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":[0.00006702791,0.0001187146,0.0004459364,0.0006832786,0.00001433768,0.001313657,0.0002422289,0.0002233277,0.003045187,0.02918387,0.5956927,0.3689698],"study_design_scores_gemma":[0.000005935769,0.00003059024,0.0006162888,0.0003039734,0.000005770299,0.001764015,0.00006063822,0.00003877882,0.0002932433,0.002993907,0.9938823,0.000004490058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001120649,0.06528684,0.002027781,0.005116029,0.005991645,0.0001053047,0.0004100718,0.0002286531,0.9197131],"genre_scores_gemma":[0.004597032,0.02199595,0.0009281813,0.004091461,0.002244717,0.00004275656,0.0002803213,0.00005176357,0.9657678],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09521027,"threshold_uncertainty_score":0.3185101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04904894179495874,"score_gpt":0.3603784008391603,"score_spread":0.3113294590442016,"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."}}