{"id":"W935581130","doi":"","title":"Dark Rearing Protects From Oxygen-induced Retinopathy (OIR)","year":2009,"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":"Montreal Children's Hospital","funders":"","keywords":"Retinopathy of prematurity; Oxygen; Ophthalmology; Optometry; Chemistry; Medicine; Biology; Genetics","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"],"consensus_categories":[],"category_scores_codex":[0.00120393,0.0003992053,0.0006701644,0.0002873859,0.0006672564,0.00007189236,0.0005789189,0.0002182862,0.0000581242],"category_scores_gemma":[0.004132199,0.0003460462,0.0001050341,0.001226143,0.004049703,0.0004109432,0.0003014298,0.0007407346,0.0001540751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509718,"about_ca_system_score_gemma":0.0005551768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000213179,"about_ca_topic_score_gemma":0.000001960698,"domain_scores_codex":[0.9962131,0.0002194719,0.0004908891,0.001244054,0.0009361741,0.0008963288],"domain_scores_gemma":[0.997933,0.000183619,0.0002825147,0.0005879749,0.0004193874,0.0005934877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009707229,0.0001527253,0.01765994,0.00001452462,0.00002230245,0.0008664259,0.00290264,6.822657e-7,0.9772847,0.00009437911,0.00006960824,0.0008349862],"study_design_scores_gemma":[0.0004348884,0.001576687,0.4853493,0.0001980295,0.00002821735,0.0004542632,0.0004123943,0.00007840007,0.5004857,0.0107323,0.00001406102,0.0002357532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818593,0.0001737509,0.00000216448,0.003726195,0.0003352873,0.0009516592,0.000005296972,0.0001699659,0.01277643],"genre_scores_gemma":[0.9921371,0.00000430655,0.006386393,0.0009821669,0.0002305196,0.00004380046,0.000006511156,0.00002044578,0.0001887648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.476799,"threshold_uncertainty_score":0.9998991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05292203779596439,"score_gpt":0.3465977929533193,"score_spread":0.2936757551573549,"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."}}