{"id":"W3197239091","doi":"10.1016/j.placenta.2021.07.140","title":"SECOND TRIMESTER PLACENTAL GROWTH FACTOR LEVELS AND PLACENTAL HISTOPATHOLOGY IN LOW RISK NULLIPAROUS WOMEN","year":2021,"lang":"en","type":"article","venue":"Placenta","topic":"Biomarkers in Disease Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Placental growth factor; Obstetrics; Medicine; Second trimester; Gynecology; First trimester; Histopathology; Pregnancy; Gestation; Biology; Internal medicine; Pathology; Genetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002870355,0.0003621004,0.0005052104,0.0001705366,0.000160286,0.00003411722,0.0002383793,0.0004627668,0.006660487],"category_scores_gemma":[0.000156544,0.0003760461,0.00009179912,0.0001731434,0.0002819497,0.0001574532,0.0003369435,0.0005683581,0.0003938523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004582051,"about_ca_system_score_gemma":0.0001748569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003457976,"about_ca_topic_score_gemma":0.0001342311,"domain_scores_codex":[0.9972275,0.0006864305,0.0004300102,0.0007659633,0.00006649461,0.0008235425],"domain_scores_gemma":[0.9990731,0.0002479732,0.000158731,0.0003673893,0.00004011872,0.0001126826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002786648,0.001447958,0.2950677,0.0002418612,0.0003259164,0.001045823,0.00640853,0.000001288012,0.6809601,0.0003479504,0.008356376,0.003009896],"study_design_scores_gemma":[0.02030799,0.0004506011,0.4821979,0.0001526155,0.0001031621,0.002424448,0.0052334,0.0000295811,0.4682519,0.001005798,0.01845256,0.001390025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923148,0.003081991,0.00003380945,0.0001093116,0.001604468,0.0003287164,0.001223534,0.00008007108,0.00122327],"genre_scores_gemma":[0.9943156,0.0001007804,0.0001351968,0.0004579517,0.00003252974,0.00004992878,0.0002153263,0.00004198617,0.004650728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2127082,"threshold_uncertainty_score":0.9998692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008628364820903857,"score_gpt":0.2113287470121607,"score_spread":0.2027003821912569,"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."}}