{"id":"W2792485260","doi":"10.1002/ppul.23974","title":"Treatment of severe bronchiolitis: A survey of Canadian pediatric intensivists","year":2018,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; University of Saskatchewan","funders":"McGill University","keywords":"Medicine; Bronchiolitis; Nasal cannula; Logistic regression; Intensive care; Emergency medicine; Pediatric intensive care unit; Intensive care medicine; Pediatrics; Cannula; Internal medicine; Respiratory system; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001370222,0.0002351901,0.0003332159,0.001224861,0.001458967,0.0008502927,0.001077852,0.0006097369,0.001429074],"category_scores_gemma":[0.006128544,0.0003275021,0.0003221483,0.003492857,0.0005898997,0.0005125778,0.0005685564,0.000536831,0.0001424897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01411193,"about_ca_system_score_gemma":0.01796932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9413947,"about_ca_topic_score_gemma":0.9466764,"domain_scores_codex":[0.9975424,0.000217199,0.0002007954,0.0001770599,0.001374589,0.0004880044],"domain_scores_gemma":[0.995097,0.0005393319,0.00194289,0.00005746554,0.001419794,0.0009435887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003290775,0.00003886218,0.989623,0.0001561493,0.00001865998,0.0001670741,0.002215932,0.00005936052,0.0001472163,0.0000364339,0.001511349,0.005993074],"study_design_scores_gemma":[0.000003234871,0.00003548939,0.9966033,0.00004998787,0.000005140771,0.0001055034,0.002374314,0.00008721997,0.00002287701,0.000003067769,0.0007047799,0.000005168068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930442,0.001538018,0.00008017448,0.001383503,0.00001343578,0.00008044823,0.001774556,0.0000103731,0.002075304],"genre_scores_gemma":[0.9969189,0.001570567,0.0002329495,0.0003864512,0.00001065604,0.00003633758,0.0006380909,0.000002963253,0.000203059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05860531,"threshold_uncertainty_score":0.1179008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06638757560258657,"score_gpt":0.3431770135250817,"score_spread":0.2767894379224952,"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."}}