{"id":"W2810940499","doi":"10.1016/j.jtcvs.2018.05.115","title":"“It's not easy being wheezy”","year":2018,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital","funders":"Pfizer Canada; Pfizer","keywords":"Medicine; Perioperative; COPD; Bypass grafting; Cardiopulmonary bypass; Coronary artery disease; Pulmonary disease; Artery; Internal medicine; Cardiology; Cardiac surgery; Scopus; Surgery; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00141745,0.0009396762,0.001056856,0.0006478574,0.006400784,0.003838459,0.001418638,0.04239491,0.008772969],"category_scores_gemma":[0.02440893,0.0006796787,0.0009984748,0.0004940861,0.00301813,0.004371677,0.0015122,0.05213784,0.004801561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004127636,"about_ca_system_score_gemma":0.002942299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004161353,"about_ca_topic_score_gemma":0.006926547,"domain_scores_codex":[0.9981279,0.0005349978,0.0002161797,0.0003074192,0.0003803698,0.0004330894],"domain_scores_gemma":[0.9956613,0.001736938,0.000461539,0.0001302434,0.0009486002,0.001061268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006552862,0.00007258872,0.003274849,0.0001061216,0.0000417291,0.04791377,0.001139891,0.0001063472,0.0003044801,0.006054804,0.9304602,0.01045965],"study_design_scores_gemma":[0.0002147701,0.0001631135,0.004775309,0.001473897,0.0001275896,0.09835205,0.006920071,0.0008762317,0.0003333808,0.02708872,0.8594947,0.0001801805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008678786,0.001171475,0.00006921459,0.9781296,0.01580113,0.000008096014,0.00001645099,0.00001215978,0.003923978],"genre_scores_gemma":[0.01128038,0.00149343,0.0001896648,0.9427907,0.03608501,0.00002484736,0.0000169117,0.00001924121,0.008099747],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04239491,"threshold_uncertainty_score":0.02994823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03330099036884834,"score_gpt":0.2855875659973511,"score_spread":0.2522865756285028,"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."}}