{"id":"W2803769102","doi":"10.1093/pch/pxy054.112","title":"ANTIBIOTIC USE FOR INPATIENT BRONCHIOLITIS: DID NATIONAL GUIDELINES CHANGE PRACTICE?","year":2018,"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":"Medicine; Bronchiolitis; Guideline; Cohort; Pediatrics; Retrospective cohort study; Medical prescription; Cohort study; Lower respiratory tract infection; Respiratory tract infections; Emergency medicine; Intensive care medicine; Internal medicine; Respiratory system","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":[0.007630808,0.0001149829,0.0004107127,0.001432115,0.0005276122,0.001762282,0.001284359,0.001113464,0.001234556],"category_scores_gemma":[0.05884186,0.0002608118,0.0003803442,0.004125959,0.0008384159,0.001151386,0.0009339196,0.00134333,0.0001368633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005327825,"about_ca_system_score_gemma":0.01083145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1092373,"about_ca_topic_score_gemma":0.191909,"domain_scores_codex":[0.9876423,0.004435041,0.002659316,0.001096533,0.002998421,0.001168474],"domain_scores_gemma":[0.9264819,0.01769864,0.03311254,0.002039413,0.01569573,0.004971748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006555209,0.00007862718,0.965569,0.0004793356,0.00007072361,0.0001719758,0.001241841,0.0001023152,0.00007163791,0.0003428047,0.006218712,0.02558749],"study_design_scores_gemma":[0.00001565982,0.00008093956,0.9882994,0.001515612,0.00004769495,0.0002452006,0.003054874,0.0002834706,0.00008010882,0.0001111238,0.00625062,0.00001524928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891256,0.02439709,0.000692835,0.07293695,0.000860207,0.0002572102,0.003336372,0.00003644741,0.008357317],"genre_scores_gemma":[0.9865006,0.006078734,0.001059332,0.004795657,0.0003472044,0.000102642,0.0008968908,0.0000150767,0.000203887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092373,"threshold_uncertainty_score":0.217203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1953322556459591,"score_gpt":0.4636307179627196,"score_spread":0.2682984623167605,"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."}}