{"id":"W2692777557","doi":"10.14744/bej.87597","title":"A current overview of diagnosis and treatment in retinopathy of prematurity","year":2017,"lang":"en","type":"article","venue":"Beyoglu Eye Journal","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retinopathy of prematurity; Current (fluid); Medicine; Intensive care medicine; Pediatrics; Gestational age; Pregnancy; Physics; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001348112,0.0008537979,0.001097877,0.003582777,0.000583749,0.001392501,0.001236264,0.001994958,0.01092606],"category_scores_gemma":[0.003067984,0.0002862552,0.001333211,0.002702115,0.0003821841,0.002017982,0.0009097965,0.003100048,0.003077882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172614,"about_ca_system_score_gemma":0.002543717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0041834,"about_ca_topic_score_gemma":0.007423227,"domain_scores_codex":[0.9991826,0.0001949607,0.00019218,0.0001331415,0.0002260801,0.0000710795],"domain_scores_gemma":[0.9984629,0.0006540227,0.0002320991,0.00003283005,0.0004546451,0.0001634245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001019678,0.0001722792,0.0006250593,0.008558928,0.00006096372,0.0001503272,0.00006977817,0.0002336408,0.0002490316,0.002148877,0.1109294,0.8766998],"study_design_scores_gemma":[0.0000372463,0.0002421966,0.002310731,0.02221609,0.0002303751,0.001599687,0.0001029152,0.0001836838,0.0002010841,0.001891066,0.9709561,0.000028901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003231109,0.9855849,0.0007237033,0.00639504,0.001772613,0.00004953507,0.0002078376,0.00006332483,0.004879902],"genre_scores_gemma":[0.00128585,0.9907271,0.001361521,0.002666588,0.002359624,0.00006307775,0.0003105625,0.00001421195,0.001211496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01092606,"threshold_uncertainty_score":0.03655136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08161709301022534,"score_gpt":0.3798299386088434,"score_spread":0.298212845598618,"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."}}