{"id":"W858333626","doi":"","title":"Neonatal Hypoxia-Ischemia Retinopathy: Severity at Onset Determines Fate","year":2013,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Hypoxia (environmental); Retinopathy of prematurity; Ischemia; Medicine; Retinopathy; Ophthalmology; Cardiology; Biology; Chemistry; Endocrinology; Oxygen; Pregnancy; Genetics; Gestational age","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008170992,0.0004407601,0.0006521959,0.0002285572,0.0007484473,0.00006912746,0.0005736415,0.0002115659,0.0004455169],"category_scores_gemma":[0.003111955,0.0003676597,0.0001221505,0.0008595026,0.01273502,0.0006320731,0.000983957,0.0004946418,0.0009141486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213595,"about_ca_system_score_gemma":0.0004001816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001853433,"about_ca_topic_score_gemma":0.000005706836,"domain_scores_codex":[0.9963782,0.0001796584,0.0005083119,0.001118867,0.0008406621,0.0009742588],"domain_scores_gemma":[0.9975433,0.0003004287,0.0002790838,0.000537453,0.000630011,0.0007096911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004962631,0.00006830333,0.2817929,0.00004830546,0.00002297126,0.0006349101,0.001506205,3.436081e-7,0.7149547,0.00001028931,0.0005790767,0.0003323719],"study_design_scores_gemma":[0.0003569006,0.0004774675,0.5289402,0.00007852143,0.00002868533,0.003927375,0.000297267,0.0001992447,0.4639522,0.001400343,0.00007732445,0.0002644931],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991977,0.0002072611,7.839569e-7,0.002166371,0.0003840601,0.0008362608,0.00001526205,0.0001305886,0.004282373],"genre_scores_gemma":[0.9928901,0.000007938776,0.004258952,0.000760714,0.0001230767,0.0001340857,0.00001435591,0.00002792635,0.00178286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2510026,"threshold_uncertainty_score":0.9998775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377536502636967,"score_gpt":0.3231337934478044,"score_spread":0.2893584284214347,"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."}}