{"id":"W3167246032","doi":"10.3138/ptc-2020-0069","title":"Survey of Physiotherapy Practice in Ontario Cardiac Surgery Intensive Care Units","year":2021,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Interquartile range; Intensive care unit; Cardiac surgery; Physical therapy; Chest physiotherapy; Extracorporeal membrane oxygenation; Intensive care; Emergency medicine; Intensive care medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005903606,0.0001313057,0.0001595578,0.000950026,0.001064911,0.000430248,0.0005314385,0.0002499938,0.002918896],"category_scores_gemma":[0.003496754,0.0001909861,0.0001362993,0.00172073,0.0006149309,0.0002628361,0.0006349416,0.0002915568,0.0002654608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010531,"about_ca_system_score_gemma":0.01166028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8812963,"about_ca_topic_score_gemma":0.941093,"domain_scores_codex":[0.9989467,0.000141931,0.000113609,0.0001082368,0.00050788,0.000181648],"domain_scores_gemma":[0.995708,0.0003983431,0.001512131,0.00007772772,0.001249457,0.00105446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003662279,0.00005333221,0.9876882,0.0001117148,0.00001164172,0.0000572641,0.003058671,0.00004524618,0.0003122272,0.00001960351,0.0009982742,0.007607076],"study_design_scores_gemma":[0.000002846786,0.00002685245,0.9983093,0.0000166941,0.000001405677,0.00001430761,0.001031136,0.00003781883,0.000016323,0.000001902273,0.0005393343,0.000002142049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954419,0.0002794505,0.00006777436,0.0004100341,0.000004177785,0.00008834884,0.001247866,0.000009692581,0.002450848],"genre_scores_gemma":[0.9979782,0.0003671818,0.0002032236,0.0001512015,0.00000564896,0.00006051547,0.000523028,0.000002458661,0.0007085185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187037,"threshold_uncertainty_score":0.2388055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019616875366497,"score_gpt":0.296304962211612,"score_spread":0.276688086845115,"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."}}