{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002502544,0.0001794352,0.0005660681,0.002499287,0.00006398241,0.000004993305,0.0001406698,0.000229335,0.0002815298],"category_scores_gemma":[0.0009855018,0.0001570831,0.0001010474,0.002324675,0.0002288699,0.00005102804,0.00004156646,0.0001440887,0.0001879593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978821,"about_ca_system_score_gemma":0.001605034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3089151,"about_ca_topic_score_gemma":0.1161906,"domain_scores_codex":[0.998184,0.000231054,0.0005339175,0.0003288905,0.0001914887,0.0005306804],"domain_scores_gemma":[0.9976617,0.0002348816,0.000179418,0.0005167709,0.001066616,0.0003406345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498892,0.0002452955,0.9936786,0.00007102825,0.00005494731,0.00005565331,0.00009797697,0.000001025381,0.0001885709,0.00006536839,0.00142336,0.003968306],"study_design_scores_gemma":[0.001016726,0.003513945,0.9918609,0.000002435303,0.0001379347,0.0001648826,0.00001681481,0.00002738254,0.0003702656,0.00003592157,0.002739298,0.0001134561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912647,0.001206603,0.00001077122,0.0001846481,0.0003174338,0.0004297537,0.0001067808,0.0000267517,0.006452584],"genre_scores_gemma":[0.9967701,0.001643258,0.0001295046,0.00005687035,0.0007567015,0.00002822909,0.00003898266,0.00002508927,0.0005512764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1927245,"threshold_uncertainty_score":0.8999366,"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."}}