{"id":"W6977578588","doi":"10.6084/m9.figshare.c.5198916","title":"Placental growth factor for the prognosis of women with preeclampsia (fullPIERS model extension): context matters","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Preeclampsia; Cohort; Placental growth factor; Biomarker; Cohort study; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004156737,0.001071878,0.0008989903,0.0008953499,0.0002623381,0.001269036,0.001355321,0.0006410552,0.009761187],"category_scores_gemma":[0.01486433,0.0003326373,0.001847294,0.0004953846,0.0002888107,0.0007525621,0.001221377,0.001268342,0.001128175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006576013,"about_ca_system_score_gemma":0.001723935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008136161,"about_ca_topic_score_gemma":0.006275181,"domain_scores_codex":[0.9989337,0.0006616333,0.00004713501,0.0001856049,0.0001042489,0.00006771955],"domain_scores_gemma":[0.9954522,0.003510108,0.0002659122,0.0002305991,0.0003921571,0.0001490076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005726702,0.0005678514,0.308679,0.001217202,0.003767032,0.001386301,0.0002068226,0.4710962,0.001079172,0.003650319,0.02741457,0.1752088],"study_design_scores_gemma":[0.0004539921,0.0009039817,0.02791982,0.0002938479,0.0007056107,0.0005198597,0.00008951886,0.9558889,0.0007020645,0.007139108,0.005326996,0.00005618233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8010435,0.007498611,0.1427728,0.01289723,0.0009007038,0.0008305763,0.01944968,0.003198341,0.01140856],"genre_scores_gemma":[0.9702166,0.0007779694,0.02104905,0.000501991,0.0001793982,0.0002090559,0.004863137,0.000097788,0.002105009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009761187,"threshold_uncertainty_score":0.0326544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931259731202365,"score_gpt":0.2195369527204581,"score_spread":0.2002243554084345,"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."}}