{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000468998,0.0002124808,0.000183425,0.0007505464,0.0008088663,0.000687364,0.0007362061,0.0006069107,0.02443548],"category_scores_gemma":[0.001438548,0.0001248898,0.0005090679,0.0004611396,0.0001951625,0.0006601224,0.002163429,0.0008672882,0.003397823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290158,"about_ca_system_score_gemma":0.004308851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03008538,"about_ca_topic_score_gemma":0.04332294,"domain_scores_codex":[0.9996885,0.00008533712,0.00002502404,0.00003353528,0.00008216179,0.00008552003],"domain_scores_gemma":[0.9988882,0.00007964604,0.0001035504,0.00004747571,0.0002138479,0.0006672358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004024843,0.0004140082,0.05328797,0.001144495,0.00007371935,0.002682959,0.00120395,0.0007324616,0.001406379,0.004182955,0.4623776,0.4720911],"study_design_scores_gemma":[0.0002619767,0.0009487655,0.2404807,0.003492618,0.0001506736,0.007340941,0.003950241,0.001379589,0.0008490222,0.002269777,0.7387794,0.00009632869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3727699,0.1182332,0.009863386,0.172986,0.0111694,0.001205117,0.02395479,0.004045712,0.2857725],"genre_scores_gemma":[0.7615546,0.09440555,0.02264126,0.01485941,0.002526387,0.00114241,0.01442058,0.0003363638,0.08811351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03008538,"threshold_uncertainty_score":0.08174485,"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."}}