{"id":"W4400788907","doi":"10.5114/ko.2024.141327","title":"Mobile model of ophthalmological care for children with retinopathy of prematurity in the southern region of Ukraine","year":2024,"lang":"en","type":"article","venue":"Klinika Oczna","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retinopathy of prematurity; Medicine; Optometry; Pediatrics; Ophthalmology; Gestational age; Pregnancy","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":[0.0004936356,0.0001726564,0.0006236518,0.0001028474,0.00002629755,0.000004807664,0.0002025699,0.0001419436,0.00000367523],"category_scores_gemma":[0.0002261999,0.00009722361,0.0001827766,0.0002075065,0.0002881687,0.00003185404,0.00006126378,0.0002533866,8.834211e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002175615,"about_ca_system_score_gemma":0.00008620221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004241541,"about_ca_topic_score_gemma":0.00001131989,"domain_scores_codex":[0.9986033,0.00007694482,0.0004879564,0.000299686,0.0003461603,0.0001859623],"domain_scores_gemma":[0.9989233,0.0002201466,0.0001732465,0.0004391941,0.0002129289,0.00003117887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01108473,0.003575348,0.3741121,0.03126576,0.00138147,0.0004002562,0.5424106,0.002229339,0.01494914,0.004277292,0.002183559,0.01213042],"study_design_scores_gemma":[0.02511411,0.05470772,0.6027133,0.02660009,0.005203452,0.005852415,0.1435152,0.0377307,0.07757095,0.01785118,0.0005439899,0.002596809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911122,0.005872433,0.0001282811,0.0002026022,0.00003493097,0.001681374,0.0001423814,0.00002776524,0.0007980735],"genre_scores_gemma":[0.9968903,0.00009414442,0.002681633,0.0000209961,0.0000599375,0.0001025123,0.00003201522,0.00002205529,0.00009638416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3988954,"threshold_uncertainty_score":0.3964664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937779427904576,"score_gpt":0.2952568913301304,"score_spread":0.2658790970510846,"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."}}