{"id":"W4234753991","doi":"10.2139/ssrn.3152584","title":"Deworming During Pregnancy and Birth Outcomes","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pregnancy; Obstetrics; Deworming; Medicine; Biology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005267005,0.0002901169,0.0003841836,0.000757062,0.0003517627,0.0008651377,0.0004318698,0.0008726477,0.003421982],"category_scores_gemma":[0.0051137,0.0003187408,0.0005597936,0.0007971028,0.0003102264,0.0004655138,0.0005883861,0.001910196,0.0003794229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003412466,"about_ca_system_score_gemma":0.0004952092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004861386,"about_ca_topic_score_gemma":0.004557362,"domain_scores_codex":[0.9995134,0.0001097265,0.00004873892,0.00007969573,0.00008827278,0.0001601702],"domain_scores_gemma":[0.9966654,0.0007663435,0.001682383,0.0002285091,0.0001098536,0.0005473985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005227784,0.0001177858,0.9871414,0.00006314222,0.0001533452,0.0004610752,0.0001951587,0.00007840741,0.0006913032,0.0001091343,0.0002554376,0.01021107],"study_design_scores_gemma":[0.000004813538,0.0002271497,0.9975299,0.00006793401,0.00007152968,0.001010212,0.0002469301,0.0001163576,0.0001223802,0.0000883828,0.0005064872,0.00000788826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924891,0.004448701,0.00009175415,0.0004266332,0.00007528498,0.000007208473,0.0006461326,0.00001055022,0.001804598],"genre_scores_gemma":[0.9951327,0.003078122,0.00008985268,0.00007646175,0.00005078705,0.000008223776,0.0004118118,0.000005415394,0.001146587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004861386,"threshold_uncertainty_score":0.01144773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007610012758622174,"score_gpt":0.270279250576777,"score_spread":0.2626692378181549,"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."}}