{"id":"W2960659672","doi":"10.1136/bmj.l2381","title":"Pre-eclampsia: pathophysiology and clinical implications","year":2019,"lang":"en","type":"review","venue":"BMJ","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":1219,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Eclampsia; Placentation; Syncytiotrophoblast; Placenta; Pregnancy; Disease; Medicine; Preeclampsia; Pathophysiology; Proteinuria; Obstetrics; Bioinformatics; Fetus; Biology; Endocrinology; Internal medicine; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1397373617055349,"score_gpt":0.4606304027301376,"score_spread":0.3208930410246026,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["observational","systematic_review","theoretical_or_conceptual","not_applicable"],"consensus_intersection":["observational","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.008422980086976424,"metaepi_narrow":0.00009155413138017853,"metaepi_broad":0.000289921416037232,"bibliometrics":0.00009155413138017853,"sts":0.00006103608758678569,"scholarly_communication":0.000030518043793392844,"open_science":0.00009155413138017853,"research_integrity":0.00038147554741741054,"randomized_trial":0.00019836728465705348,"nonrandomized_trial":0.00012207217517357137,"observational":0.043472953383688104,"systematic_review":0.10208285648889906,"meta_analysis":0.0006713969634546426,"case_report":0.00015259021896696422,"qualitative":0,"simulation_or_modeling":0.000045777065690089265,"bench_or_experimental":0.000015259021896696422,"theoretical_or_conceptual":0.00025940337224383917,"not_applicable":0.4519569695582513,"design_other":0.05448996719310292},"gemma":{"metaresearch":0.0008392462043183033,"metaepi_narrow":0.00007629510948348211,"metaepi_broad":0.0002136263065537499,"bibliometrics":0.00007629510948348211,"sts":0.00007629510948348211,"scholarly_communication":0.000015259021896696422,"open_science":0.000045777065690089265,"research_integrity":0.000503547722590982,"randomized_trial":0.00009155413138017853,"nonrandomized_trial":0.0001373311970702678,"observational":0.2561379415579461,"systematic_review":0.13275349050125887,"meta_analysis":0.002822919050888838,"case_report":0.00019836728465705348,"qualitative":0,"simulation_or_modeling":0.00012207217517357137,"bench_or_experimental":0,"theoretical_or_conceptual":0.014892805371175709,"not_applicable":0.23276112001220722}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}