{"id":"W2898678566","doi":"10.1111/aogs.13499","title":"Defining early vs late fetal growth restriction by placental pathology","year":2018,"lang":"en","type":"article","venue":"Acta Obstetricia Et Gynecologica Scandinavica","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gestational age; Obstetrics; Gestation; Small for gestational age; Fetus; Intrauterine growth restriction; Pregnancy; Birth weight; Placenta; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003531522,0.0003673839,0.0006332992,0.0002698732,0.0005277736,0.00005024219,0.0002455452,0.0004666463,0.0003131684],"category_scores_gemma":[0.002500562,0.0003000222,0.0001685376,0.0009426848,0.0003717934,0.0002367658,0.0002473127,0.0006348228,0.0002913894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002464295,"about_ca_system_score_gemma":0.00009420689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009262016,"about_ca_topic_score_gemma":0.00002786739,"domain_scores_codex":[0.9974924,0.0002437545,0.0004640145,0.0006828799,0.0003637978,0.0007531083],"domain_scores_gemma":[0.9975495,0.001418637,0.0002562426,0.0003799673,0.0001832021,0.0002124901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001429209,0.0008491607,0.9289529,0.00008755295,0.0003434144,0.0007134472,0.001583793,4.050895e-7,0.006734286,0.004456729,0.04978321,0.005065916],"study_design_scores_gemma":[0.003009973,0.004946725,0.9765587,0.0001281839,0.0002251685,0.0001506924,0.0001979997,0.00003435654,0.001738778,0.00108597,0.01148139,0.000442096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343113,0.00213547,0.00004179449,0.002050444,0.00118765,0.0005355355,0.00006480716,0.0003175508,0.05935539],"genre_scores_gemma":[0.9943976,0.002096989,0.0006720433,0.001672207,0.000131949,0.00007703093,0.0001141407,0.00003620088,0.000801866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06008621,"threshold_uncertainty_score":0.9999452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333041877782716,"score_gpt":0.2663371777240304,"score_spread":0.2530067589462032,"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."}}