{"id":"W3193744629","doi":"10.1371/journal.pone.0255783","title":"Hypertension induced by pregnancy and neonatal outcome: Results from a retrospective cohort study in preterm under 34 weeks","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Retrospective cohort study; Medicine; Pregnancy; Obstetrics; Cohort study; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002913485,0.0001994618,0.0005979132,0.00006308638,0.000275768,0.0000117435,0.0001161137,0.0002453032,0.0001484443],"category_scores_gemma":[0.0003404395,0.000175753,0.00002671661,0.0001956293,0.0000240239,0.0001303307,0.0002860181,0.0009284486,0.00006079013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002792508,"about_ca_system_score_gemma":0.0001229709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050691,"about_ca_topic_score_gemma":0.005995541,"domain_scores_codex":[0.9971204,0.0005271644,0.0007287979,0.0006872636,0.0005188563,0.0004174632],"domain_scores_gemma":[0.9985812,0.0003673703,0.0001869483,0.0004473004,0.0002395616,0.0001775849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003305689,0.0008801403,0.9919572,0.000214138,0.00009207926,0.0001696781,0.002616769,2.328591e-8,0.003065343,0.00002131374,0.00005026731,0.0006024745],"study_design_scores_gemma":[0.003449437,0.0002522432,0.9895818,0.002194853,0.00005496787,0.000001409678,0.002523748,0.00004743937,0.001254202,0.0004395366,0.00001028012,0.0001900894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944599,0.00096701,0.000001422801,0.001180015,0.0001793726,0.00181855,0.0006069603,0.00007031312,0.0007164296],"genre_scores_gemma":[0.9964403,0.0002154908,0.0001137453,0.0005916354,0.0000860938,0.0001886421,0.0001895782,0.00003210217,0.002142422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004511364,"threshold_uncertainty_score":0.9960822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1312692841017876,"score_gpt":0.3613901316279314,"score_spread":0.2301208475261439,"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."}}