{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001292305,0.00009874307,0.0001271959,0.00008837746,0.0005037393,0.00002160468,0.00009992444,0.0000739655,0.0002433188],"category_scores_gemma":[0.00003445655,0.00007814301,0.00005554186,0.00005245228,0.0000884583,0.0001439327,0.00003472605,0.0009302992,0.0002556257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128519,"about_ca_system_score_gemma":0.0001779232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004158259,"about_ca_topic_score_gemma":0.0005267569,"domain_scores_codex":[0.9985342,0.00004033532,0.0001530172,0.0001223437,0.0000186194,0.001131471],"domain_scores_gemma":[0.9997348,0.00003277531,0.00008129972,0.00008999705,0.00004301801,0.00001809076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002475867,0.000195827,0.5721944,0.00001726085,0.001743911,0.00001699495,0.001369097,0.000001099686,0.2454812,0.09660379,0.0001772049,0.0819516],"study_design_scores_gemma":[0.008979219,0.002876518,0.6910716,0.0006825535,0.0003534505,0.04684006,0.007174274,0.00001115906,0.06328193,0.120797,0.05651191,0.001420289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865407,0.0107996,0.000463533,0.0003111748,0.0004410684,0.00004806946,0.000002202532,0.00002971291,0.00136392],"genre_scores_gemma":[0.9803147,0.002486954,0.00002210446,0.00003114014,0.00007782316,0.000002385194,0.000001482551,0.00001023622,0.01705313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821993,"threshold_uncertainty_score":0.4041739,"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."}}