{"id":"W3146542523","doi":"10.1378/chest.08-2957","title":"Response","year":2009,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Medicine","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":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002431254,0.000297785,0.0004139177,0.000375448,0.0007697921,0.00006610274,0.0005472332,0.0008606365,0.002814891],"category_scores_gemma":[0.0003502421,0.0002398805,0.0002142948,0.0001260616,0.00003992762,0.0001143863,0.0001286576,0.007506853,0.004104695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003641069,"about_ca_system_score_gemma":0.0006728859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003404858,"about_ca_topic_score_gemma":0.000001407294,"domain_scores_codex":[0.9953411,0.002332063,0.0006887171,0.0002564882,0.0005228292,0.0008588115],"domain_scores_gemma":[0.9980512,0.000609789,0.0005407295,0.0005017003,0.0001354333,0.0001611799],"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":[0.000531276,0.00001670167,0.00001832724,0.0001630863,0.00005625741,0.003109676,0.001588095,2.248118e-7,0.00001819447,0.00001727589,0.9914756,0.003005229],"study_design_scores_gemma":[0.0006080171,0.0001292903,0.0009885677,0.0005782212,0.00006440545,0.00009244433,0.0005634798,6.760119e-7,0.000001499272,0.001018061,0.9957113,0.0002440294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001097844,0.000260998,0.0003708426,0.9149576,0.002347698,0.0003646682,0.000009890218,0.0000747479,0.08051569],"genre_scores_gemma":[0.00007039065,0.0001103926,0.0002863039,0.7281659,0.009294836,0.00002101525,0.00002004606,0.00004880295,0.2619824],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1867918,"threshold_uncertainty_score":0.9980966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09527607401191743,"score_gpt":0.4247926967231652,"score_spread":0.3295166227112477,"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."}}