{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005686013,0.0001671956,0.0007431,0.0001371593,0.0001299671,0.00002738782,0.0001431456,0.0000683962,0.00002708442],"category_scores_gemma":[0.0006849635,0.0001218122,0.0001638729,0.00004489502,0.0002027992,0.0001236089,0.0001155316,0.0002679901,0.000001375939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008841589,"about_ca_system_score_gemma":0.0000910259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007500884,"about_ca_topic_score_gemma":0.000055293,"domain_scores_codex":[0.9986539,0.00008568784,0.0005601291,0.0001716211,0.0003294063,0.0001992948],"domain_scores_gemma":[0.9985484,0.00008371734,0.0006793338,0.0004101464,0.0001519687,0.0001264663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001830128,0.0006495893,0.9462883,0.0006194914,0.00008129459,0.00007454545,0.00159026,1.874795e-7,0.0007402644,0.00005888478,0.0002100992,0.04950402],"study_design_scores_gemma":[0.002286604,0.0006999324,0.9848713,0.002616883,0.00018632,0.0001281118,0.000137339,0.00001143073,0.007137293,0.0004803179,0.001353581,0.00009093137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572453,0.04018635,0.000001904782,0.00147308,0.0002216313,0.0003832926,0.00001321428,0.000005145272,0.0004700352],"genre_scores_gemma":[0.9492625,0.04982632,0.0007060208,0.00001159451,0.0001273533,0.00001878631,7.814642e-7,0.00001044633,0.00003619173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04941309,"threshold_uncertainty_score":0.4967356,"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."}}