{"id":"W2901998335","doi":"10.1016/j.bpobgyn.2018.11.008","title":"Renal physiology and fluid and electrolyte disorders in pregnancy","year":2018,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Obstetrics & Gynaecology","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada","keywords":"Pregnancy; Electrolyte Disorder; Physiology; Medicine; Electrolyte; Obstetrics and gynaecology; Intensive care medicine; Renal physiology; Renal function; Obstetrics; Internal medicine; Chemistry; Biology; Hyponatremia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007804002,0.000973726,0.001761843,0.003266139,0.0003374585,0.001952248,0.0008757004,0.001328883,0.00333145],"category_scores_gemma":[0.002353078,0.0004133717,0.0007388921,0.003393842,0.0006516228,0.001831456,0.001180935,0.001937874,0.001012028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005345476,"about_ca_system_score_gemma":0.002149076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002464219,"about_ca_topic_score_gemma":0.003367877,"domain_scores_codex":[0.9995832,0.00007346435,0.000127626,0.00007295384,0.0001092356,0.00003345815],"domain_scores_gemma":[0.9989404,0.0006289585,0.0002071305,0.00001870492,0.000146615,0.000058238],"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":[0.0001025032,0.0001127237,0.00183796,0.04487414,0.0003508277,0.0008975239,0.00016842,0.0003600045,0.0005527212,0.001891545,0.02332578,0.9255258],"study_design_scores_gemma":[0.00007717442,0.0001926181,0.008316084,0.04659398,0.001686811,0.01146933,0.000415616,0.0002825756,0.0004114154,0.003384494,0.9270687,0.0001012745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007947451,0.9992419,0.00004504597,0.000181749,0.000124677,0.000002394481,0.000011252,0.000002463136,0.0003111363],"genre_scores_gemma":[0.0007114878,0.9985134,0.00009991495,0.0001637873,0.0003322377,0.000003161129,0.00001860239,5.76641e-7,0.0001567959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00333145,"threshold_uncertainty_score":0.01114482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407538358150307,"score_gpt":0.4992764839819548,"score_spread":0.3585226481669241,"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."}}