{"id":"W4390114052","doi":"10.1007/s11906-023-01290-0","title":"Preeclampsia and the Retina","year":2023,"lang":"en","type":"article","venue":"Current Hypertension Reports","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de Santé Publique du Québec; McGill University Health Centre; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Heart and Stroke Foundation of Canada","keywords":"Medicine; Preeclampsia; Pregnancy; Retinal; Retinal Disorder; Pediatrics; Ophthalmology; Obstetrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005314052,0.0001322444,0.0003240563,0.00006014926,0.0002123282,0.00001480922,0.00003357138,0.00004923933,0.00001832316],"category_scores_gemma":[0.0005028888,0.00007159862,0.00009837547,0.0002451521,0.0002462005,0.00003847883,0.0001518586,0.0002026415,0.00003533108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000779625,"about_ca_system_score_gemma":0.00003338412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007422645,"about_ca_topic_score_gemma":0.00000112326,"domain_scores_codex":[0.9988779,0.00005346954,0.00028753,0.0003020068,0.0002655935,0.0002134632],"domain_scores_gemma":[0.9991251,0.0001510364,0.0001028188,0.000452383,0.00008736071,0.00008132824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009451028,0.0002592455,0.3375128,0.000948648,0.0003780227,0.00786189,0.002709865,0.00000637687,0.001635262,0.003562236,0.4146628,0.2295178],"study_design_scores_gemma":[0.003303754,0.0001044745,0.637702,0.001354986,0.000474852,0.008599293,0.0003022244,0.001088085,0.0003806602,0.006439833,0.3399366,0.0003132107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477847,0.03211776,0.00002070592,0.009451766,0.001752634,0.0009105564,0.000001630536,0.0004236119,0.007536631],"genre_scores_gemma":[0.9938125,0.004805931,0.00004447186,0.0003322402,0.0001470418,0.00005661333,0.00001991284,0.00001442932,0.0007668642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3001893,"threshold_uncertainty_score":0.2919707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04371640490220033,"score_gpt":0.2889878682466712,"score_spread":0.2452714633444709,"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."}}