{"id":"W901201884","doi":"","title":"Anti-VEGF Agents in Retinopathy of Prematurity (ROP): Results of a Utilization Survey and Recommendations for the Consent Process","year":2012,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Retinopathy of prematurity; Medicine; VEGF receptors; Process (computing); Ophthalmology; Computer science; Internal medicine; Biology; Genetics; Gestational age; Pregnancy; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08738428,0.0004379667,0.0005136712,0.002297373,0.001808278,0.001473616,0.001002541,0.002938248,0.003228199],"category_scores_gemma":[0.1911539,0.0006167717,0.001318981,0.002891508,0.0006860014,0.002172807,0.001284261,0.002048337,0.0007727731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523028,"about_ca_system_score_gemma":0.01617119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0133206,"about_ca_topic_score_gemma":0.0152874,"domain_scores_codex":[0.9316698,0.04904505,0.01224028,0.0004944984,0.004276374,0.00227385],"domain_scores_gemma":[0.8252572,0.1064361,0.02597676,0.006902096,0.02983106,0.005596726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002227737,0.002877582,0.8363093,0.001957669,0.0001348177,0.001174487,0.01156253,0.0004457383,0.001682427,0.002041999,0.02704254,0.1125432],"study_design_scores_gemma":[0.001769154,0.004823167,0.8900925,0.006456807,0.0003703046,0.00136893,0.02983385,0.003576998,0.002785353,0.001802465,0.0568573,0.0002631029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8137883,0.004716368,0.01128193,0.07960176,0.0009959878,0.05810133,0.007053189,0.0001063352,0.02435477],"genre_scores_gemma":[0.8638155,0.008153896,0.05320121,0.02319552,0.0004745365,0.04286261,0.003255672,0.00006079792,0.004980288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08738428,"threshold_uncertainty_score":0.4621378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2245643305584633,"score_gpt":0.4469770112319597,"score_spread":0.2224126806734964,"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."}}