{"id":"W2614608804","doi":"10.2215/cjn.00130117","title":"Pregnancy and Glomerular Disease","year":2017,"lang":"en","type":"review","venue":"Clinical Journal of the American Society of Nephrology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute for Health and Care Research","keywords":"Medicine; Lupus nephritis; Pregnancy; Disease; Intrauterine growth restriction; Intensive care medicine; Obstetrics; Advanced maternal age; Low birth weight; Pediatrics; Fetus; Internal medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007960616,0.000300954,0.004320494,0.00003487631,0.0001671036,0.000008622737,0.0006791651,0.000215324,0.000008286655],"category_scores_gemma":[0.0005891268,0.0001648445,0.003948962,0.0001172174,0.004704901,0.00004673567,0.0004575145,0.00128036,0.000002504547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002839639,"about_ca_system_score_gemma":0.0006853549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004459395,"about_ca_topic_score_gemma":4.38592e-7,"domain_scores_codex":[0.9970521,0.0005965991,0.001564234,0.0002620639,0.0002709255,0.0002540211],"domain_scores_gemma":[0.9921356,0.001117304,0.005454974,0.0008514352,0.0001705626,0.0002701467],"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":[0.0001551033,0.0001613451,0.005896367,0.005379458,0.002693387,0.0000464912,0.00005000775,4.591523e-8,4.2774e-7,0.00001471566,0.016184,0.9694186],"study_design_scores_gemma":[0.0006724028,0.0007567861,0.01728808,0.02850814,0.005373291,0.0003393241,0.00002557003,0.000001102369,5.642944e-8,0.0002838453,0.9466244,0.0001270011],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004362915,0.9950447,0.00002390528,0.003713382,0.0003250671,0.0003436726,0.00002217295,0.000005443155,0.00008538322],"genre_scores_gemma":[0.0002350606,0.9938461,0.0009535957,0.004163575,0.0005805207,0.000005967504,0.00000147779,0.00002756472,0.0001861544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9692916,"threshold_uncertainty_score":0.9980037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1802569949334574,"score_gpt":0.4632318339104843,"score_spread":0.2829748389770269,"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."}}