{"id":"W3095153297","doi":"10.1177/1753495x20965072","title":"Asthma in pregnancy: An update","year":2020,"lang":"en","type":"review","venue":"Obstetric Medicine","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Asthma; Pregnancy; Family medicine; Obstetrics; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003909123,0.000685477,0.003875308,0.001292833,0.00004363168,0.00001032553,0.0004651944,0.0005593275,0.001273284],"category_scores_gemma":[0.004384854,0.0004630724,0.0003001615,0.003348421,0.0001831023,0.000145527,0.00008127336,0.001329306,0.0005736789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003712094,"about_ca_system_score_gemma":0.001210293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002434177,"about_ca_topic_score_gemma":0.000004063772,"domain_scores_codex":[0.9959245,0.0002852401,0.001468473,0.0008845964,0.000841254,0.0005959184],"domain_scores_gemma":[0.9965995,0.0004967464,0.000577473,0.001127294,0.00008568155,0.001113284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001197385,0.0001310882,0.00002197158,0.01710351,0.000095312,0.001314535,0.0002169732,3.078844e-8,3.1622e-7,0.0001670325,0.003373823,0.9775634],"study_design_scores_gemma":[0.001878985,0.0006045548,0.00007847066,0.1552127,0.0008158782,0.0004815077,0.00004242819,0.0000143175,3.673101e-7,0.00002887499,0.8405393,0.000302661],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001115479,0.9862608,0.00006463316,0.001364306,0.001031615,0.001852446,0.00002312952,0.0001703298,0.0092316],"genre_scores_gemma":[0.00005787381,0.995105,0.0002400631,0.0009281882,0.0009049769,0.00019659,0.0008539106,0.000116864,0.001596503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9772608,"threshold_uncertainty_score":0.9997821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08275347370781375,"score_gpt":0.382705411379313,"score_spread":0.2999519376714993,"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."}}