{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000496588,0.0005086178,0.0004156275,0.0006132056,0.001608168,0.0008065619,0.0005884672,0.001116685,0.0498652],"category_scores_gemma":[0.001927739,0.0002063121,0.0008827321,0.0003050576,0.0005173195,0.0006911544,0.001998911,0.002753742,0.008119226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008904291,"about_ca_system_score_gemma":0.002452802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372299,"about_ca_topic_score_gemma":0.003208904,"domain_scores_codex":[0.999424,0.00008232459,0.0000525737,0.00008978809,0.0001440237,0.0002073959],"domain_scores_gemma":[0.9989979,0.0001261473,0.0001133161,0.00006741568,0.0001486431,0.0005465248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008301561,0.001801048,0.09499117,0.001813699,0.0001573144,0.09527794,0.002762085,0.000841801,0.01763377,0.007340492,0.1519905,0.6245601],"study_design_scores_gemma":[0.000193233,0.002523177,0.1412423,0.002849162,0.0001348185,0.2501328,0.002132382,0.0005831351,0.009413807,0.003611957,0.587092,0.00009133871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.3489428,0.0307164,0.01493564,0.03771459,0.01026091,0.0009132629,0.001328395,0.001647889,0.5535401],"genre_scores_gemma":[0.8373171,0.01413169,0.01127384,0.01022179,0.003890077,0.0003892725,0.0009842562,0.0002124023,0.1215796],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0498652,"threshold_uncertainty_score":0.1668157,"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."}}