{"id":"W4381800699","doi":"10.5114/polp.2023.128663","title":"The state of refraction in prematurely born children with retinopathy depending on treatment methods used (diode laser and anti-VEGF) and selected demographic characteristics – observations","year":2023,"lang":"en","type":"article","venue":"Pediatria Polska","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Refraction; Retinopathy of prematurity; Diode; Pediatrics; Ophthalmology; Optics; Physics; Optoelectronics","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":[0.0006771024,0.0002336771,0.0004895178,0.0002822209,0.0002068718,0.00003992254,0.0000556073,0.00008702967,9.866766e-7],"category_scores_gemma":[0.0006666224,0.0001483737,0.00004438628,0.000820577,0.0001052601,0.00009070883,0.00004149141,0.0002669013,0.000001199876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005493195,"about_ca_system_score_gemma":0.00006404532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001489554,"about_ca_topic_score_gemma":0.0002747839,"domain_scores_codex":[0.9984849,0.0002426605,0.000388094,0.0003333432,0.0002479393,0.0003030678],"domain_scores_gemma":[0.9985173,0.000748139,0.0002714586,0.0002634334,0.0001129466,0.00008674111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004794377,0.0000827688,0.9894456,0.00008262146,0.0001708897,0.00001524995,0.001562297,0.000003793812,0.003964366,0.00001401271,0.00005971081,0.004119298],"study_design_scores_gemma":[0.001708685,0.0005887348,0.9941617,0.0001110455,0.0003194223,0.00003407143,0.0001511702,0.000171888,0.002491497,0.0000676211,0.00006019532,0.0001339701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970128,0.0005454785,0.0000171473,0.001233202,0.00008616381,0.0009225386,0.00006477063,0.00009626632,0.00002165944],"genre_scores_gemma":[0.9917052,0.005654367,0.00225456,0.00002415553,0.0001120863,0.00005184661,0.00007774775,0.00003249437,0.00008753013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005307562,"threshold_uncertainty_score":0.6050506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270211613455653,"score_gpt":0.308153795600848,"score_spread":0.2811326342552827,"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."}}