{"id":"W4302024335","doi":"10.1016/j.earlhumdev.2022.105683","title":"Placental pathology as a marker of brain injury in infants with hypoxic ischemic encephalopathy","year":2022,"lang":"en","type":"article","venue":"Early Human Development","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Medicine; Odds ratio; Hypoxic Ischemic Encephalopathy; Histopathology; Encephalopathy; Retrospective cohort study; Neonatal intensive care unit; Gestational age; Pediatrics; Pregnancy; Internal medicine; Obstetrics; Pathology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004061048,0.0001829911,0.0003610768,0.0002891557,0.0001103165,0.000004078609,0.0001603504,0.00006359868,0.001029929],"category_scores_gemma":[0.00003866314,0.0001647938,0.00003993849,0.0002894224,0.0001540542,0.00005706448,0.0003001807,0.0003901964,0.0000454968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593456,"about_ca_system_score_gemma":0.0002844201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002912135,"about_ca_topic_score_gemma":0.0000187859,"domain_scores_codex":[0.998408,0.00009856476,0.0004114127,0.0003770773,0.0003702111,0.0003347344],"domain_scores_gemma":[0.9994939,0.00004129944,0.000125102,0.0002159154,0.00003033448,0.00009345053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003120605,0.0007488187,0.7927635,0.000106534,0.00007846131,0.004245298,0.01498465,0.00000221478,0.163453,0.0002606858,0.001532705,0.01870346],"study_design_scores_gemma":[0.003373307,0.001669244,0.9748662,0.00006850049,0.00000979363,0.001189777,0.0003194468,0.000001347364,0.01270747,0.0001018212,0.005456664,0.0002364682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946917,0.0001128244,0.000004949946,0.0001984266,0.00006993589,0.000408858,0.000008648358,0.00003131698,0.004473331],"genre_scores_gemma":[0.9942394,0.000002511255,0.0009432103,0.0009330019,0.00001949145,0.0001480389,0.00005545078,0.00002521635,0.00363366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821026,"threshold_uncertainty_score":0.9998833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008973893031830408,"score_gpt":0.246231947286791,"score_spread":0.2372580542549606,"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."}}