{"id":"W1140883676","doi":"","title":"Aggressive–Posterior Retinopathy of Prematurity (ROP)","year":2005,"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":"Alberta Children's Hospital","funders":"","keywords":"Retinopathy of prematurity; Medicine; Ophthalmology; Gestational age; Biology; Pregnancy","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":[0.001163592,0.0003196577,0.0007284048,0.0002950183,0.000320984,0.00002397192,0.0005077965,0.0001698144,0.0001488859],"category_scores_gemma":[0.003937355,0.0002642803,0.0001287245,0.0009033163,0.01342287,0.0004035095,0.0004859069,0.0004475051,0.00009769007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689821,"about_ca_system_score_gemma":0.0005359435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003305487,"about_ca_topic_score_gemma":0.000002345232,"domain_scores_codex":[0.996871,0.000193974,0.0006080642,0.0008042243,0.0008651047,0.0006576214],"domain_scores_gemma":[0.9975153,0.0002006699,0.000666427,0.0004896329,0.0007036605,0.0004242661],"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":[0.0001446574,0.0002793405,0.08420537,0.0001173018,0.00003260929,0.000342747,0.003698866,0.000001998957,0.9100104,0.00009794712,0.0001139449,0.000954793],"study_design_scores_gemma":[0.000503371,0.001135469,0.3458676,0.0003386464,0.00004853668,0.002118848,0.0004038987,0.0001023072,0.6483228,0.0009109101,0.00005264211,0.0001950249],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894505,0.0006730116,7.624792e-7,0.002294965,0.0002631806,0.0006040641,0.00001090002,0.00006847156,0.006634193],"genre_scores_gemma":[0.9900246,0.00001361553,0.008990747,0.0003595842,0.000165578,0.00003038817,0.000003337503,0.00001941573,0.0003927244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2616877,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0365078363192718,"score_gpt":0.3493321252860676,"score_spread":0.3128242889667958,"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."}}