{"id":"W3021739650","doi":"10.1186/s12978-020-0871-x","title":"Investigating placental disorders of pregnancy in sub-Saharan Africa: addressing the gap in a neglected area of research","year":2020,"lang":"en","type":"editorial","venue":"Reproductive Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reproductive medicine; Public health; Pregnancy; Medicine; Environmental health; Obstetrics; Biology; Pathology","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001595248,0.0002767889,0.001140328,0.000387869,0.000116185,0.000009477596,0.0002783436,0.0002990394,0.00001136287],"category_scores_gemma":[0.006210256,0.0002073686,0.00009120692,0.001746244,0.00046279,0.00006249733,0.0001807448,0.002758105,0.000005645202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000730438,"about_ca_system_score_gemma":0.003445079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00832931,"about_ca_topic_score_gemma":0.001138288,"domain_scores_codex":[0.9945874,0.001160776,0.001162475,0.0009629542,0.001383985,0.0007424416],"domain_scores_gemma":[0.9973825,0.0006303871,0.0006781549,0.0006564803,0.0004329221,0.0002195733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001369627,0.0009394246,0.02432685,0.0179178,0.0000834384,0.00002845381,0.01366451,0.00002802198,0.001674852,0.00005792697,0.9350525,0.004856572],"study_design_scores_gemma":[0.0150137,0.008888692,0.4848783,0.2485467,0.000127254,0.00003943936,0.007838769,0.0002142349,0.003017486,0.005845781,0.2243203,0.00126941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5201096,0.1537683,0.000005914478,0.04693323,0.2575116,0.01392596,0.0009138516,0.0001282045,0.006703347],"genre_scores_gemma":[0.7429938,0.02578699,0.0003728261,0.000208361,0.2293449,0.000248869,0.0005006054,0.0001820967,0.0003615495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7107322,"threshold_uncertainty_score":0.9995426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250258538886833,"score_gpt":0.3996906193139615,"score_spread":0.2746647654252783,"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."}}