{"id":"W2323633261","doi":"10.1097/ccm.0000000000000351","title":"Ventilation in Acute Respiratory Distress Syndrome","year":2014,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; St. Michael's Hospital","funders":"","keywords":"Medicine; Columbia university; Acute respiratory distress; Family medicine; Research center; University hospital; Gerontology; Internal medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007695878,0.0005770695,0.0007358491,0.0007222951,0.002238774,0.001198634,0.000889342,0.01360037,0.003150069],"category_scores_gemma":[0.008577542,0.0003360582,0.0006181304,0.0007549062,0.001789584,0.001984683,0.0006821985,0.01037794,0.001762391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002830506,"about_ca_system_score_gemma":0.001654072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003668003,"about_ca_topic_score_gemma":0.006107734,"domain_scores_codex":[0.999057,0.0003326092,0.0001518327,0.0000994955,0.0001750048,0.0001841083],"domain_scores_gemma":[0.998164,0.000976284,0.000194889,0.000046381,0.0003375434,0.0002808637],"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":[0.0001494154,0.0001305986,0.02400011,0.0003509453,0.00006052874,0.3420417,0.0009293659,0.0004900316,0.0007385515,0.006767777,0.5810089,0.04333214],"study_design_scores_gemma":[0.0002916314,0.0002728718,0.03391008,0.002790462,0.00009808764,0.6119827,0.002387142,0.002352304,0.0006958239,0.02010808,0.325006,0.0001047557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01607502,0.01796449,0.0005018001,0.916391,0.01952634,0.00007159286,0.00007933296,0.00005742606,0.02933293],"genre_scores_gemma":[0.2287313,0.02500638,0.0009937015,0.5948114,0.132514,0.0001469671,0.0001309385,0.00004396341,0.01762136],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01360037,"threshold_uncertainty_score":0.02053684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03680380881555004,"score_gpt":0.3366887315180558,"score_spread":0.2998849227025057,"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."}}