{"id":"W2404172266","doi":"10.1017/9781108163705","title":"Respiratory Disease in Pregnancy","year":2020,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Computer science; Pregnancy; Medicine; Information retrieval; Biology","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":[0.0002190359,0.0006254503,0.000526149,0.0004922886,0.000704832,0.001227136,0.0003222595,0.0009244248,0.02658805],"category_scores_gemma":[0.001368902,0.0002079,0.000350377,0.0006520887,0.0004708049,0.0009171317,0.001163068,0.001626982,0.01241692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005592637,"about_ca_system_score_gemma":0.0009821936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989545,"about_ca_topic_score_gemma":0.00484213,"domain_scores_codex":[0.999733,0.00007138168,0.00001699574,0.00002860117,0.0001146091,0.00003523114],"domain_scores_gemma":[0.9998324,0.00008623746,0.00001522016,0.00001145646,0.00002732396,0.00002732076],"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":[0.00003856741,0.00004258451,0.0005768865,0.0006715321,0.000007340474,0.001704493,0.001061927,0.0001799576,0.0008922718,0.0175881,0.6247585,0.3524779],"study_design_scores_gemma":[0.000003556239,0.00002171988,0.0007732552,0.0004496415,0.000003141436,0.00362259,0.0001093235,0.00002678617,0.00004530548,0.002291122,0.992649,0.000004463536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00301324,0.3297561,0.002091021,0.01451424,0.01439448,0.0001453567,0.0004831676,0.0002574451,0.6353449],"genre_scores_gemma":[0.0215159,0.2339477,0.003634762,0.01865543,0.005154578,0.0001353922,0.0005328165,0.0001246328,0.7162986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02658805,"threshold_uncertainty_score":0.08894593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06348533638139126,"score_gpt":0.2967551581451092,"score_spread":0.2332698217637179,"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."}}