{"id":"W2996512496","doi":"10.1016/j.ogc.2019.10.001","title":"The Placenta as a Window to Maternal Vascular Health","year":2019,"lang":"en","type":"review","venue":"Obstetrics and Gynecology Clinics of North America","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"American Heart Association","keywords":"Medicine; Placenta; Preeclampsia; Pregnancy; Disease; Intrauterine growth restriction; Obstetrics; Fetus; Fetal growth; Vascular disease; Window of opportunity; Pathology; Surgery","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"],"consensus_categories":[],"category_scores_codex":[0.0004665039,0.0004096417,0.002990601,0.0002290809,0.0002360579,0.00002077093,0.0003690756,0.0002531748,0.00001893114],"category_scores_gemma":[0.005645067,0.0002626062,0.0005701118,0.0006882307,0.0003050857,0.00002528127,0.0003975563,0.0006920616,0.0001567638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045023,"about_ca_system_score_gemma":0.0009250466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004203304,"about_ca_topic_score_gemma":0.00004857604,"domain_scores_codex":[0.9971424,0.0002807128,0.00118322,0.0005486952,0.0003062033,0.0005387803],"domain_scores_gemma":[0.9847636,0.01299892,0.001010585,0.0008058022,0.0001329682,0.0002881414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001946331,0.00008141589,0.008001089,0.005707195,0.0007010906,0.00002423567,0.00006510992,8.183869e-7,1.383716e-9,0.00003393654,0.001212372,0.9841533],"study_design_scores_gemma":[0.0005909271,0.001922333,0.006032099,0.002362616,0.000867148,0.00002782243,0.00002640327,0.000002378273,1.428175e-8,0.00001873477,0.9879389,0.00021058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003172976,0.9951882,0.00001294304,0.0005521643,0.001459493,0.001696576,0.0001044533,0.00002047079,0.0006483877],"genre_scores_gemma":[0.00009994434,0.9968854,0.0003018181,0.001607282,0.00006377572,0.00008307934,0.00006902617,0.00004349252,0.0008462079],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9867266,"threshold_uncertainty_score":0.9999826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0470179712660065,"score_gpt":0.3619532265132005,"score_spread":0.314935255247194,"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."}}