{"id":"W2464376785","doi":"10.1097/grf.0000000000000139","title":"Foreword","year":2015,"lang":"en","type":"article","venue":"Clinical Obstetrics & Gynecology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Obstetrics and gynaecology; South carolina; Family medicine; Gynecology; Obstetrics; Library science; Pregnancy","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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006967732,0.00009343467,0.0003823957,0.0001061401,0.00003571799,0.000005250363,0.0001187718,0.000249556,0.001019715],"category_scores_gemma":[0.01516152,0.00007518868,0.0001984585,0.0002700106,0.0001191668,0.00003539009,0.00009403232,0.0003944885,0.001493424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008968785,"about_ca_system_score_gemma":0.0002006496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002865079,"about_ca_topic_score_gemma":0.00001998849,"domain_scores_codex":[0.998501,0.0001042602,0.0007231295,0.000232631,0.0001548921,0.0002840597],"domain_scores_gemma":[0.9963172,0.002419327,0.0001227587,0.0002729421,0.0002502188,0.0006175387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003169471,0.001415328,0.5983154,0.0003481499,0.00008096469,0.0007341524,0.00006814554,0.000001424808,0.000004168221,0.009043808,0.05167146,0.3380001],"study_design_scores_gemma":[0.001946743,0.002337923,0.2244843,0.00001825875,0.00002519393,0.0001020231,0.00002984054,0.0002347301,0.000009489868,0.002140028,0.7685971,0.00007427741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651849,0.001118961,0.0006886158,0.004179765,0.008569853,0.0003269988,0.00003555308,0.0001065881,0.01978872],"genre_scores_gemma":[0.9493561,0.00009340008,0.00175955,0.004010014,0.0003317896,0.00001938858,0.00001703668,0.00001483851,0.04439792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7169257,"threshold_uncertainty_score":0.9998935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2230658757575061,"score_gpt":0.4714590651444457,"score_spread":0.2483931893869396,"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."}}