{"id":"W1999146446","doi":"10.1378/chest.12-1204","title":"The Homogeneous and Robust Clinical Phenotype of Severe Lung Injury","year":2012,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Phenotype; Homogeneous; Clinical phenotype; Lung; Pathology; Internal medicine; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242614,0.0005979685,0.001252569,0.0006703448,0.001240519,0.001794884,0.0008275148,0.01304364,0.002861403],"category_scores_gemma":[0.01486243,0.0004068239,0.0005690175,0.0005373785,0.001470403,0.001825104,0.0009470901,0.0108318,0.001834002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363878,"about_ca_system_score_gemma":0.0007669842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221771,"about_ca_topic_score_gemma":0.002486948,"domain_scores_codex":[0.9986621,0.0004577975,0.0002267971,0.0001782516,0.0002457747,0.0002293056],"domain_scores_gemma":[0.9954315,0.002674072,0.0003130211,0.000223871,0.0006492093,0.0007083167],"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":[0.0004577344,0.0002195467,0.04188772,0.0002162849,0.00006593723,0.3070062,0.0005753295,0.0002509202,0.002583885,0.0074642,0.6015851,0.03768716],"study_design_scores_gemma":[0.0004430117,0.0005839133,0.07683276,0.0006528019,0.0001414327,0.6425051,0.002311902,0.003036284,0.001626534,0.02230532,0.2493157,0.000245218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0269898,0.002556246,0.0006593512,0.9410512,0.01161034,0.00003795922,0.0001904053,0.00007810632,0.01682655],"genre_scores_gemma":[0.3245515,0.00359765,0.001895741,0.5368551,0.1216601,0.00008758248,0.0002946444,0.00008918026,0.01096862],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01304364,"threshold_uncertainty_score":0.009895623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859571339202573,"score_gpt":0.3158582937468102,"score_spread":0.2672625803547845,"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."}}