{"id":"W4387665143","doi":"10.1177/1753495x231206931","title":"Report of the ISTH registry on pregnancy and COVID-19-associated coagulopathy (COV-PREG-COAG)","year":2023,"lang":"en","type":"article","venue":"Obstetric Medicine","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto; St. Lawrence College; Queen's University","funders":"","keywords":"Medicine; Coagulopathy; Coronavirus disease 2019 (COVID-19); Pandemic; Pregnancy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Obstetrics; Emergency medicine; Intensive care medicine; Internal medicine; Virology; Infectious disease (medical specialty); Outbreak; Disease","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":[0.001840484,0.000197562,0.0002754054,0.001801188,0.0002509977,0.0004910298,0.0003554981,0.0002498862,0.001619944],"category_scores_gemma":[0.00357177,0.0001801896,0.0001787852,0.002523466,0.0001531287,0.0002691844,0.000562796,0.0002745227,0.0003737439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004481676,"about_ca_system_score_gemma":0.001472825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009276301,"about_ca_topic_score_gemma":0.006355242,"domain_scores_codex":[0.9989474,0.0003470691,0.0002032755,0.0001215818,0.0002403197,0.0001403227],"domain_scores_gemma":[0.995104,0.0009925282,0.002151437,0.0004570886,0.0007323247,0.0005627706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000856826,0.00002649402,0.9883692,0.0000353807,0.00002441299,0.0001929674,0.00009677227,0.0001035713,0.0001633514,0.0001253636,0.00534674,0.00543004],"study_design_scores_gemma":[0.00002789126,0.00008405957,0.9923322,0.00004380531,0.00003222758,0.0006289412,0.0002351146,0.0004600357,0.0003800629,0.00005620858,0.005711955,0.000007391886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9123217,0.00129955,0.0009669589,0.0007181783,0.00007955801,0.0003201537,0.07045054,0.0001417653,0.01370159],"genre_scores_gemma":[0.9202066,0.001721115,0.001512249,0.0004530041,0.0001343825,0.0003265416,0.07318605,0.00003577256,0.002424362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009276301,"threshold_uncertainty_score":0.0184446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07684876518196553,"score_gpt":0.3620026239950027,"score_spread":0.2851538588130371,"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."}}