{"id":"W2584676977","doi":"10.1016/j.preghy.2017.01.005","title":"Visual or automated dipstick testing for proteinuria in pregnancy?","year":2017,"lang":"en","type":"article","venue":"Pregnancy Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child and Family Research Institute; Children's & Women's Health Centre of British Columbia; Université de Sherbrooke; University of British Columbia","funders":"","keywords":"Dipstick; Proteinuria; Medicine; Urinalysis; Urine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001975948,0.0003731017,0.0007623142,0.0001341475,0.0007353189,0.00008018243,0.0002803401,0.0002368737,0.00002212753],"category_scores_gemma":[0.004523692,0.0002718513,0.0001356667,0.000156398,0.0001671802,0.0003469886,0.0002384432,0.0002726354,0.00002992946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006805083,"about_ca_system_score_gemma":0.000183321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001020957,"about_ca_topic_score_gemma":0.0001133816,"domain_scores_codex":[0.9977835,0.00005669357,0.0005333485,0.0006688461,0.0002921446,0.0006654016],"domain_scores_gemma":[0.9980097,0.000351063,0.0003050706,0.0008853083,0.0003021339,0.0001467167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003723746,0.002296831,0.4694689,0.006393167,0.0004204577,0.003669192,0.001395546,0.00002180811,0.05844947,0.0004056324,0.001981325,0.4517739],"study_design_scores_gemma":[0.01638379,0.002765449,0.7954462,0.1166481,0.0004660875,0.0005459411,0.0001248449,0.05344494,0.01110404,0.001219562,0.0008268881,0.001024242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184343,0.0389789,0.0009484371,0.003982443,0.002129741,0.01690532,0.00006574491,0.003166845,0.01538825],"genre_scores_gemma":[0.9864361,0.0002649697,0.01073108,0.0001450826,0.0001375776,0.0009376091,0.00001876101,0.00007343127,0.001255343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4507496,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041555497098332,"score_gpt":0.3487664159099391,"score_spread":0.2446108662001059,"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."}}