{"id":"W2943653979","doi":"10.1016/j.jtcvs.2019.04.054","title":"Is ventilatory efficiency the next new thing in prehabilitation?","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Department of Surgery, University of Manitoba","keywords":"Prehabilitation; Computer science; Medicine; Physical therapy","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":[0.002218472,0.0006793892,0.001627077,0.0005157114,0.003186469,0.003185471,0.00113144,0.04026928,0.006400864],"category_scores_gemma":[0.01922349,0.0004457312,0.0009193303,0.0004488236,0.003497891,0.004557835,0.001220807,0.03915918,0.003755449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003329183,"about_ca_system_score_gemma":0.0035982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002645075,"about_ca_topic_score_gemma":0.005031423,"domain_scores_codex":[0.9978914,0.0006384916,0.0003482182,0.0002677227,0.0004925529,0.0003616972],"domain_scores_gemma":[0.9906996,0.005327327,0.0006366187,0.0002240012,0.001334591,0.00177795],"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":[0.0001868297,0.0001591052,0.003877358,0.0002986732,0.00003893886,0.01915028,0.0004336024,0.0001939053,0.0005503252,0.01055495,0.9313002,0.03325573],"study_design_scores_gemma":[0.0003719665,0.0003903409,0.005076451,0.001764478,0.00009187931,0.03901939,0.002206956,0.001742947,0.0004880514,0.05452903,0.8941298,0.0001885833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003881932,0.001454644,0.00008045157,0.9863577,0.01025442,0.000003278302,0.000009483314,0.000007033918,0.001444841],"genre_scores_gemma":[0.01296171,0.004530103,0.0004786778,0.8273471,0.1488631,0.00003409456,0.00002214947,0.0000164912,0.005746545],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04026928,"threshold_uncertainty_score":0.02415508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04774235700924198,"score_gpt":0.2985099240649679,"score_spread":0.2507675670557259,"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."}}