{"id":"W2737774570","doi":"10.1016/j.placenta.2017.07.012","title":"Global Pregnancy Collaboration symposium: Prepregnancy and very early pregnancy antecedents of adverse pregnancy outcomes: Overview and recommendations","year":2017,"lang":"en","type":"article","venue":"Placenta","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of British Columbia; Bill and Melinda Gates Foundation","keywords":"Obstetrics; Pregnancy; Medicine; Adverse effect; Gynecology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001305124,0.0004483976,0.0008371772,0.00008512956,0.0007749795,0.0001004893,0.0003077435,0.0002157249,0.00005385895],"category_scores_gemma":[0.0003322819,0.0004065135,0.0001393327,0.0001848496,0.0003475545,0.00104922,0.0005279619,0.0001916112,0.00001001544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044655,"about_ca_system_score_gemma":0.0001365068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002585084,"about_ca_topic_score_gemma":0.0003992632,"domain_scores_codex":[0.9975882,0.0001199633,0.0006886839,0.0007374763,0.0004063813,0.0004593563],"domain_scores_gemma":[0.9975204,0.0001236035,0.0006673107,0.001231571,0.0002232449,0.000233897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131987,0.0003515732,0.98081,0.001630183,0.0003870707,0.00004393664,0.001594312,7.31221e-7,0.0001580994,0.001016764,0.0003349608,0.01354042],"study_design_scores_gemma":[0.005724022,0.0004548905,0.9397702,0.05079204,0.000581527,0.00004858619,0.0004265858,0.00004342839,0.0005408866,0.0008752528,0.0003092677,0.0004333311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7845691,0.1661343,0.000178228,0.00502394,0.001671175,0.005705246,0.001260756,0.0002922163,0.03516502],"genre_scores_gemma":[0.951985,0.04488596,0.0008642362,0.0000638624,0.00002671843,0.0001429233,0.00006180615,0.00003560518,0.001933865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1674159,"threshold_uncertainty_score":0.9998387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657348597675066,"score_gpt":0.33783978438602,"score_spread":0.3012662984092693,"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."}}