{"id":"W4237362837","doi":"10.1378/chest.1391289","title":"Restrictive Lung Disease in Pregnancy","year":2012,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Session (web analytics); Intensive care medicine; Pregnancy; Lung disease; Lung; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0003110342,0.0001255114,0.0002499157,0.0001652449,0.00005669538,0.00002136678,0.00009282552,0.00006241689,0.0001505],"category_scores_gemma":[0.0004180256,0.0001076266,0.0002453378,0.0002351118,0.00004491086,0.0002824563,0.00005006372,0.0005271144,0.00005594032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002678222,"about_ca_system_score_gemma":0.0001264645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002316944,"about_ca_topic_score_gemma":4.06653e-7,"domain_scores_codex":[0.9987864,0.00007591827,0.0002491894,0.0001270067,0.0003558915,0.0004056047],"domain_scores_gemma":[0.9989656,0.00003512905,0.00006675116,0.0003203833,0.00006740528,0.0005446866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042177,0.0002962005,0.977675,0.0001916497,0.0001329671,0.002252659,0.00122589,0.00001502273,0.000090467,0.0001687952,0.0008075946,0.01703951],"study_design_scores_gemma":[0.001925352,0.00002749746,0.9836063,0.002398035,0.0002595692,0.002048607,0.00009638872,0.00006706055,0.0002812581,0.0002230298,0.008913605,0.0001532289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.715405,0.2554961,0.002477307,0.0008210714,0.001902623,0.0006552792,0.000004184753,0.00007319495,0.02316519],"genre_scores_gemma":[0.9956043,0.001741825,0.0009607684,0.0000580519,0.001000471,0.00001498938,0.000003164012,0.00002740001,0.0005890109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2801993,"threshold_uncertainty_score":0.4388885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045329464156759,"score_gpt":0.2968606922526436,"score_spread":0.276407397611076,"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."}}