{"id":"W2062747059","doi":"10.1007/s10633-013-9402-1","title":"Introduction to the special issue: Vision after Premature Birth","year":2013,"lang":"en","type":"article","venue":"Documenta Ophthalmologica","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Retinopathy of prematurity; Medicine; Childhood blindness; Population; Pediatrics; Low birth weight; Retina; Gestational age; Ophthalmology; Pregnancy; Psychology; Neuroscience; 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":["insufficient_payload"],"category_scores_codex":[0.0002687062,0.0002484005,0.0003382726,0.00008371792,0.0001914755,0.0001261517,0.0002196391,0.0001316132,0.02706735],"category_scores_gemma":[0.0002300562,0.0001376323,0.000119399,0.0002548388,0.0001145301,0.0002147101,0.0002764865,0.0003338962,0.006665857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000940691,"about_ca_system_score_gemma":0.00001220705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003705646,"about_ca_topic_score_gemma":0.000001935529,"domain_scores_codex":[0.9982641,0.0001062687,0.0002896497,0.000521365,0.0004410891,0.0003775213],"domain_scores_gemma":[0.9989546,0.00004899602,0.00008019,0.0006413046,0.0001267479,0.0001481447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004381598,0.000200757,0.009450127,0.00006721279,0.00006476532,0.0001420369,0.001170303,0.00000217179,0.00205483,0.00004821305,0.98145,0.00491143],"study_design_scores_gemma":[0.0003899082,0.001056525,0.4168256,0.00005283878,0.00005094146,0.001066925,0.0006504987,0.000003540767,0.001213407,0.0005257556,0.577967,0.000197067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8212619,0.0003970501,0.000003554676,0.1526663,0.001302475,0.001915988,0.000006070566,0.00009090639,0.02235573],"genre_scores_gemma":[0.9488845,0.00005266726,0.001890879,0.002057475,0.02036914,0.0003993927,0.00001753852,0.00002415328,0.02630426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4073755,"threshold_uncertainty_score":0.9941075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008962047095853597,"score_gpt":0.2833363378564878,"score_spread":0.2743742907606342,"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."}}