{"id":"W2762519599","doi":"10.1093/pch/pxx086.008","title":"MANAGEMENT OF BRONCHIOLITIS: REASONS FOR PRACTICE BEHAVIOURS AND A PROPOSED ALTERNATIVE APPROACH","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bronchiolitis; Medicine; Psychological intervention; Asthma; Guideline; Pediatrics; Referral; Intensive care medicine; Family medicine; Salbutamol; Nursing; Respiratory system; 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":[0.01266301,0.0004658294,0.0004514554,0.001787173,0.002799104,0.004620509,0.002257079,0.003696576,0.002258529],"category_scores_gemma":[0.04542884,0.0006223387,0.0008530685,0.001531142,0.00418518,0.004882835,0.002925047,0.003903624,0.0002419985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006173496,"about_ca_system_score_gemma":0.009917761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085482,"about_ca_topic_score_gemma":0.01828187,"domain_scores_codex":[0.9851923,0.00879603,0.001369764,0.0006069508,0.002662205,0.001372717],"domain_scores_gemma":[0.9581896,0.02150134,0.01170342,0.0006167953,0.004394272,0.003594643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001299841,0.0006110027,0.6335807,0.002065266,0.0000844524,0.007210695,0.2873139,0.000165401,0.0005178961,0.005539527,0.006298974,0.05648226],"study_design_scores_gemma":[0.00006015163,0.0004258376,0.253292,0.005738473,0.00009830461,0.01090805,0.7062415,0.001850891,0.0002497244,0.004360566,0.01663814,0.0001364068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8897651,0.01184924,0.002232252,0.08561774,0.0004087162,0.0004222882,0.0001372623,0.00004749514,0.009519848],"genre_scores_gemma":[0.9907732,0.003238256,0.002794654,0.002497001,0.00008487034,0.0000971936,0.00005123883,0.00000661074,0.0004570008],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01266301,"threshold_uncertainty_score":0.06696916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05664495693346604,"score_gpt":0.4074298185539331,"score_spread":0.350784861620467,"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."}}