{"id":"W2235014734","doi":"10.1186/2197-425x-3-s1-a6","title":"Contemporary Ventilation Strategies And Adjunctive Therapies For Acute Respiratory Distress Syndrome (Ards)","year":2015,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Medicine; ARDS; Intensive care medicine; Acute respiratory distress; Psychological intervention; Randomized controlled trial; Clinical trial; Mechanical ventilation; Lung; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001359067,0.0002821844,0.0005636971,0.0001470724,0.00008329192,0.00003002875,0.00007282037,0.0001175461,0.00004409019],"category_scores_gemma":[0.0001504672,0.0002122541,0.0000937685,0.0000837785,0.0003775896,0.000325017,0.00004947449,0.0001418012,0.000004851834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001499482,"about_ca_system_score_gemma":0.0002838526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003819765,"about_ca_topic_score_gemma":0.000002076195,"domain_scores_codex":[0.9986227,0.00004153854,0.0003408312,0.0003970073,0.000366012,0.0002319039],"domain_scores_gemma":[0.9975114,0.0000450165,0.0001382275,0.000241073,0.001749178,0.0003151173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.009510512,0.0002026214,0.0123704,0.0003031126,0.001725705,0.00274859,0.1049435,0.000001087239,0.7392932,0.001963015,0.1228039,0.004134349],"study_design_scores_gemma":[0.008812218,0.01043037,0.003625481,0.0003935005,0.0002505473,0.0003902194,0.8234522,0.00001391803,0.1219588,0.0001491832,0.03021045,0.0003130936],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676099,0.02693239,0.0005364238,0.0006106759,0.001168883,0.001240256,0.0000806129,0.00009647502,0.001724347],"genre_scores_gemma":[0.9953198,0.00001058615,0.0001519357,0.00341874,0.0003171511,0.0001841503,0.0003635431,0.00004335412,0.0001907394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7185087,"threshold_uncertainty_score":0.8655471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07379348107387962,"score_gpt":0.3669070503046157,"score_spread":0.2931135692307361,"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."}}