{"id":"W2397325238","doi":"10.1097/grf.0b013e3181fc2bc6","title":"Foreword","year":2010,"lang":"en","type":"article","venue":"Clinical Obstetrics & Gynecology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Gynecology; Obstetrics; Family medicine; 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":[0.0005135823,0.00009670996,0.0003534767,0.0001092994,0.00006620755,0.000005980477,0.0001390685,0.0003606842,0.005718369],"category_scores_gemma":[0.01217861,0.00007792145,0.0002498544,0.0002317284,0.0001706936,0.00003127973,0.0000834627,0.0009643949,0.001196427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002165939,"about_ca_system_score_gemma":0.000105543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002126778,"about_ca_topic_score_gemma":0.0000896697,"domain_scores_codex":[0.9985723,0.0000528585,0.0007122601,0.0002518633,0.0001150687,0.0002955722],"domain_scores_gemma":[0.9952476,0.003763094,0.0001248462,0.0003409535,0.0001549882,0.0003685253],"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":[0.0001129685,0.001091264,0.5365853,0.0003150774,0.00005124021,0.0003499725,0.00001946968,1.033728e-7,0.0001860206,0.016686,0.008051754,0.4365509],"study_design_scores_gemma":[0.0008129056,0.0007863788,0.4406731,0.000007851804,0.00001682448,0.0000893867,0.000004468137,0.0001034917,0.00003482854,0.001093535,0.556321,0.00005615041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762017,0.0001401811,0.0001896798,0.002769165,0.01074602,0.0002330143,0.00003050719,0.00007434138,0.009615435],"genre_scores_gemma":[0.9632087,0.00007181226,0.002329605,0.00321075,0.0004237505,0.00001988338,0.00001339191,0.00001472908,0.0307074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5482693,"threshold_uncertainty_score":0.9995813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07729224681071845,"score_gpt":0.4410480825675349,"score_spread":0.3637558357568164,"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."}}