{"id":"W4281690527","doi":"10.1183/20734735.0005-2022","title":"Management of pregnancy in cystic fibrosis","year":2022,"lang":"en","type":"review","venue":"Breathe","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Cystic fibrosis; Pregnancy; Medicine; Computer science; Obstetrics; Internal medicine; Biology; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001946748,0.0002493851,0.001332917,0.0003250112,0.00002629227,0.000007254777,0.0002770781,0.00007705663,0.001998665],"category_scores_gemma":[0.00007316194,0.0001885341,0.0003548127,0.0006989104,0.00006252458,0.00002841982,0.0002750949,0.0003422798,0.00008299183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002974447,"about_ca_system_score_gemma":0.0001539839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002720276,"about_ca_topic_score_gemma":0.000002009919,"domain_scores_codex":[0.9980908,0.0001326307,0.0005627164,0.000360128,0.0005486945,0.0003050345],"domain_scores_gemma":[0.9988045,0.000321367,0.0001767354,0.0005986421,0.00001724806,0.00008157503],"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":[0.00002508459,0.0001527125,0.000009101691,0.0899212,0.0001361193,0.0004312889,0.00002330829,4.934556e-7,2.307746e-7,0.0001623114,0.0002125927,0.9089255],"study_design_scores_gemma":[0.0003448495,0.0001423547,0.00005078378,0.1082895,0.0005407634,0.00009386464,0.00003360289,0.000002023208,7.592488e-7,0.00005637809,0.8903253,0.0001197907],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002174073,0.9880185,0.00001554571,0.00001038934,0.00006848292,0.00167765,0.0001054516,0.00002511214,0.01007672],"genre_scores_gemma":[0.000003776729,0.989243,0.002592003,0.000002600143,0.00002348133,0.001246975,0.0001408137,0.00005314918,0.006694173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9088058,"threshold_uncertainty_score":0.9989136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05196539424929226,"score_gpt":0.3723123701180161,"score_spread":0.3203469758687238,"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."}}