{"id":"W4249812019","doi":"10.1111/aos.13689","title":"This issue of ACTA","year":2018,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Glaucoma; Macular degeneration; Diabetic retinopathy; Glaucoma surgery; Cohort; Cataract surgery; Optometry; Diabetes mellitus; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001142329,0.001286571,0.00111963,0.002045292,0.001506188,0.008867633,0.001324715,0.002665307,0.559136],"category_scores_gemma":[0.006491325,0.0004966849,0.0009250045,0.00148529,0.0009776969,0.003305444,0.002220519,0.003394818,0.448493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093541,"about_ca_system_score_gemma":0.00196891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009291291,"about_ca_topic_score_gemma":0.001731027,"domain_scores_codex":[0.9984902,0.0001853582,0.0001409198,0.0002420092,0.0007571983,0.0001843377],"domain_scores_gemma":[0.9960193,0.000661895,0.0002945065,0.0005711527,0.001495876,0.0009573668],"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":[0.00001916215,0.00001960723,0.0001068756,0.0001484975,0.00000438277,0.000050502,0.0000245874,0.00001984435,0.0001772974,0.001198503,0.9639255,0.03430522],"study_design_scores_gemma":[0.000003245024,0.00000687957,0.0001643161,0.00006257177,0.000001537083,0.00006963217,0.00002417863,0.00001426454,0.0000390483,0.000252531,0.9993593,0.000002451319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0008980684,0.01749538,0.001175603,0.03256502,0.3998261,0.000120976,0.00220931,0.002437192,0.5432724],"genre_scores_gemma":[0.003356419,0.007920605,0.0005785892,0.01438677,0.08149789,0.0000660798,0.001805917,0.0007974065,0.8895904],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.559136,"threshold_uncertainty_score":0.6288389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083688078663953,"score_gpt":0.3237111564512805,"score_spread":0.2828742756646409,"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."}}