{"id":"W4414740562","doi":"10.1093/clinchem/hvaf086.345","title":"A-361 Long-term analytical variation of placental growth factor (PlGF) and soluble fms-like tyrosine kinase-1 (sFlt-1) for preeclampsia risk assessment: a 5-year review","year":2025,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Placental growth factor; Preeclampsia; Retrospective cohort study; External quality assessment; Concordance; Risk factor","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":[0.0006016516,0.000237942,0.0008970625,0.00002540986,0.0001215765,0.00002171716,0.0001466057,0.0002904803,0.0001335801],"category_scores_gemma":[0.001914364,0.0002060389,0.0003315857,0.0001753755,0.0003272847,0.00007537159,0.0001750092,0.0004694654,0.000002333587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005912251,"about_ca_system_score_gemma":0.0002460378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003973303,"about_ca_topic_score_gemma":0.000001377873,"domain_scores_codex":[0.9979963,0.00007452082,0.0009147195,0.000518421,0.000223206,0.0002728758],"domain_scores_gemma":[0.9979553,0.0009006598,0.0003121641,0.0004411993,0.0002275499,0.0001631784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005005915,0.0005762246,0.9808609,0.01122035,0.0005574661,0.000007354131,0.00002943969,8.659348e-8,0.0007829045,0.0002892265,0.003909069,0.001266353],"study_design_scores_gemma":[0.005622959,0.0003498147,0.9811344,0.007115371,0.001498569,0.000009782761,0.00002078508,0.0002476003,0.00219895,0.000526166,0.001007791,0.0002678266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951766,0.03109014,0.002066672,0.003115925,0.0004938542,0.001888985,0.0003177373,0.0001295898,0.009131116],"genre_scores_gemma":[0.9841628,0.0124526,0.001283516,0.000469825,0.0001446538,0.00007697391,0.0001299414,0.00001989052,0.001259766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03239685,"threshold_uncertainty_score":0.8402023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03845593323075989,"score_gpt":0.3808311645736301,"score_spread":0.3423752313428702,"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."}}