{"id":"W2081161225","doi":"10.7326/0003-4819-141-6-200409210-00009","title":"Comparison of Clinical Criteria for the Acute Respiratory Distress Syndrome with Autopsy Findings","year":2004,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":282,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; ARDS; Autopsy; Intensive care unit; Internal medicine; Respiratory distress; Retrospective cohort study; Risk factor; Medical record; Surgery; Intensive care medicine; 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":[0.001101409,0.0001924221,0.001045063,0.0001169363,0.00004456801,0.000004758782,0.0002884589,0.0001120767,0.0001925105],"category_scores_gemma":[0.0004346295,0.0001001268,0.000218046,0.0001398627,0.0005084064,0.00006892627,0.00004331369,0.000269429,0.000003837813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001031526,"about_ca_system_score_gemma":0.0001316356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006867873,"about_ca_topic_score_gemma":0.00001125977,"domain_scores_codex":[0.9977596,0.00003654444,0.001212051,0.0002539218,0.0004851496,0.0002527793],"domain_scores_gemma":[0.9981223,0.0003110156,0.0004842824,0.0004298836,0.0004499395,0.0002025392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03754273,0.003985529,0.6233852,0.002953399,0.008120116,0.002419362,0.006938088,0.00003863918,0.1456898,0.01173767,0.09320014,0.06398933],"study_design_scores_gemma":[0.02462847,0.08087528,0.3597972,0.01068761,0.002189663,0.0009533537,0.003412786,0.0002275436,0.406068,0.001357525,0.1092252,0.0005773429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861394,0.0007733395,0.006385778,0.004947856,0.0005806155,0.0005416439,0.00004362523,0.00002199883,0.0005657559],"genre_scores_gemma":[0.9953382,0.0000424337,0.0005912294,0.003330499,0.000303165,0.00002654877,0.00001252549,0.00002575203,0.0003296438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2635879,"threshold_uncertainty_score":0.4083051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1934386008321472,"score_gpt":0.4965220856384195,"score_spread":0.3030834848062723,"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."}}