{"id":"W2464487877","doi":"10.1093/bjaed/mkw047","title":"Paediatric lung isolation","year":2016,"lang":"en","type":"article","venue":"BJA Education","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Medicine; Isolation (microbiology); Lung; Data science; Intensive care medicine; Bioinformatics; Computer science; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007781699,0.00004981193,0.00006112593,0.00009094432,0.00002763912,0.00000549776,0.00002293965,0.00004499333,0.0008108281],"category_scores_gemma":[0.00004891633,0.00003226603,0.00003154106,0.0001031656,0.000006242748,0.0001014611,0.000005185819,0.00002449251,0.0002042206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005805886,"about_ca_system_score_gemma":0.0003309891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004365581,"about_ca_topic_score_gemma":7.248647e-7,"domain_scores_codex":[0.9995934,0.00001070201,0.0001040028,0.0001090847,0.0000946442,0.00008818621],"domain_scores_gemma":[0.9996561,0.0000142067,0.00004375802,0.0001324716,0.0000773447,0.00007606189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002988935,0.0001630672,0.2408724,0.00003826935,0.00001098438,7.358772e-7,0.0001483202,5.723495e-8,0.1430023,0.001967498,0.03862747,0.575139],"study_design_scores_gemma":[0.001392673,0.0002348965,0.5148009,0.0001702658,0.0002044421,0.00002909374,0.0002962961,0.00006238635,0.05481101,0.00192682,0.4258109,0.0002603599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792396,0.0007720874,0.00691776,0.004600467,0.001365866,0.0003259133,0.000001697276,0.00007697991,0.006699646],"genre_scores_gemma":[0.9857436,0.00006973446,0.0007311088,0.0005980958,0.0007907986,0.00004990572,0.00001194067,0.00001021626,0.01199457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5748787,"threshold_uncertainty_score":0.8877999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115656394511521,"score_gpt":0.2875008372689207,"score_spread":0.2763442733238055,"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."}}