{"id":"W3035936103","doi":"10.12891/ceog3740.2018","title":"Placental pathology findings and birth weight discordance","year":2018,"lang":"en","type":"article","venue":"Clinical and Experimental Obstetrics & Gynecology","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre","funders":"","keywords":"Placenta; Medicine; Obstetrics; Monochorionic twins; Anastomosis; Fetus; Pregnancy; Umbilical cord; Cohort; Gestation; Cord; Twin Pregnancy; Pathological; Birth weight; Fetal growth; Retrospective cohort study; Pathology; Surgery; Anatomy; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002429441,0.0002083804,0.0005377445,0.0001438755,0.0002212364,0.000008904533,0.00009950652,0.0004542689,0.0002101811],"category_scores_gemma":[0.001813005,0.0001668648,0.00008005276,0.0002503575,0.00327166,0.00007976989,0.0003268793,0.0004743886,0.00007871196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003933137,"about_ca_system_score_gemma":0.00004068388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002212885,"about_ca_topic_score_gemma":0.000001986762,"domain_scores_codex":[0.9981925,0.00009644966,0.000481527,0.0007738032,0.00009139117,0.0003642818],"domain_scores_gemma":[0.9984156,0.0009015567,0.0001002759,0.0003196737,0.00005795442,0.0002048612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004144234,0.0009931165,0.9619313,0.00002975931,0.0001034669,0.0004719067,0.0003057143,8.353909e-9,0.005924184,0.004936736,0.001202559,0.02368682],"study_design_scores_gemma":[0.007988044,0.008400838,0.9117035,0.00006935019,0.0001234502,0.001663349,0.001037892,0.00004576923,0.03182599,0.00188714,0.03479549,0.0004591492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849787,0.009048079,0.000040982,0.001067002,0.002154525,0.0002989645,0.0000060636,0.0001044818,0.002301215],"genre_scores_gemma":[0.9954383,0.0007466042,0.001289282,0.001011144,0.0002485553,0.00002801421,0.000008582279,0.00002050254,0.001209032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05022776,"threshold_uncertainty_score":0.9994408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615214456877933,"score_gpt":0.3359139253357681,"score_spread":0.3097617807669888,"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."}}