{"id":"W1192371055","doi":"","title":"Emerging Patterns of Severe Retinopathy of Prematurity","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; Biology; Gestational age; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001093042,0.0002360371,0.0006698414,0.0002683478,0.0001551705,0.000007512856,0.0003986036,0.0001227552,0.0001057728],"category_scores_gemma":[0.001795969,0.000202436,0.0001145221,0.000702024,0.004668163,0.0002923389,0.0002677915,0.0003291226,0.00001225004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009539583,"about_ca_system_score_gemma":0.0003082615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005333849,"about_ca_topic_score_gemma":0.000001951826,"domain_scores_codex":[0.997469,0.0001335803,0.0006173736,0.0005599844,0.000756006,0.0004640612],"domain_scores_gemma":[0.9981433,0.0001622842,0.0004780316,0.0003831131,0.0005893255,0.0002439843],"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":[0.00006794732,0.0002304505,0.2805412,0.0001593965,0.00002492254,0.00005495892,0.004724623,0.000007437918,0.7135783,0.0001988083,0.0000258957,0.0003861297],"study_design_scores_gemma":[0.0003232966,0.0007764594,0.5016177,0.000284954,0.00003512811,0.0004563822,0.0006958685,0.00008278814,0.4947308,0.0008661587,0.00001096546,0.0001194548],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936842,0.0002513079,0.000002139711,0.001635124,0.000145204,0.0003995645,0.00001589483,0.00003327775,0.003833228],"genre_scores_gemma":[0.9947945,0.00001194637,0.004779524,0.0001554263,0.00008118348,0.000009531988,0.000002870142,0.00001117277,0.0001538199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2210766,"threshold_uncertainty_score":0.9980406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269211093776862,"score_gpt":0.3440594308265286,"score_spread":0.3113673198887599,"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."}}