{"id":"W7135054518","doi":"10.4187/respcare.09540839","title":"A Sigh of Relief for ARDS?","year":2009,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"","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":[0.0001403038,0.0001437466,0.0003486687,0.0001259545,0.00004850308,0.000006575523,0.00008942152,0.0001396146,0.00008697044],"category_scores_gemma":[0.00009057657,0.0001246367,0.0002233129,0.0001349347,0.00002945717,0.00005406739,0.00001089396,0.00009806137,0.00001651661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005656387,"about_ca_system_score_gemma":0.0002799707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001025336,"about_ca_topic_score_gemma":0.00000139691,"domain_scores_codex":[0.9989408,0.00001800779,0.0003156158,0.000242903,0.0002464669,0.0002362334],"domain_scores_gemma":[0.9989696,0.000024771,0.0001044393,0.0004066587,0.0003328614,0.0001616714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005599331,0.000168439,0.003150648,0.0004980909,0.00005053461,0.00008029116,0.0008603011,0.000004344598,0.8771309,0.004074728,0.01296067,0.1004612],"study_design_scores_gemma":[0.001701941,0.003012019,0.002878842,0.00009149547,0.00007717023,0.000005625541,0.0005806012,0.00000148939,0.4494326,0.0002303656,0.5418547,0.0001331216],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697125,0.004475001,0.001283563,0.0003043358,0.0003510002,0.00152357,0.00006062131,0.0001667402,0.02212266],"genre_scores_gemma":[0.9935127,0.00000747079,0.001252792,0.004404006,0.0002983909,0.00003213169,0.00002115443,0.000024627,0.0004466841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5288941,"threshold_uncertainty_score":0.5082539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545721969730328,"score_gpt":0.3165786282832978,"score_spread":0.2911214085859945,"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."}}