{"id":"W2566166498","doi":"10.1513/annalsats.201606-484oc","title":"Intensive Care Physiotherapy during Extracorporeal Membrane Oxygenation for Acute Respiratory Distress Syndrome","year":2017,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; ARDS; Extracorporeal membrane oxygenation; Intensive care unit; Odds ratio; Physical therapy; Univariate analysis; Confidence interval; Emergency medicine; Logistic regression; Rehabilitation; Intensive care medicine; Internal medicine; Multivariate analysis; Lung","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":[0.0001641151,0.000205813,0.0004191489,0.00002045182,0.0003504745,0.00005020412,0.0007284376,0.00006380076,0.000009289794],"category_scores_gemma":[0.00007123945,0.0001673205,0.0005292589,0.0001112743,0.0003074635,0.0002187884,0.00008795172,0.0001594131,0.000002740869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003856119,"about_ca_system_score_gemma":0.00002238609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003588776,"about_ca_topic_score_gemma":0.000008569884,"domain_scores_codex":[0.998859,0.00003724383,0.0002892875,0.0002519367,0.0002628609,0.0002997066],"domain_scores_gemma":[0.9979907,0.00006052258,0.000509323,0.0009363251,0.0004198427,0.00008325717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004456223,0.000104529,0.023533,0.002995935,0.004851074,0.00003559477,0.008998916,0.003970991,0.867568,0.0002228586,0.006131597,0.08114187],"study_design_scores_gemma":[0.0005374859,0.0001848548,0.4112144,0.0002640235,0.0002192687,0.00001865393,0.004582881,0.00373106,0.5770052,0.0004517375,0.001125945,0.0006644219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979245,0.0003359568,0.000400906,0.000327671,0.0002304807,0.0003636464,0.0002388678,0.0001047885,0.00007314696],"genre_scores_gemma":[0.9986849,0.0000953177,0.0003313996,0.0006384554,0.00008836942,0.0000566438,0.00001309091,0.0000570174,0.00003479049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3876814,"threshold_uncertainty_score":0.6823132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.062723372221798,"score_gpt":0.3847802975769261,"score_spread":0.3220569253551281,"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."}}