{"id":"W2993127827","doi":"","title":"Telemedicine Screening for Retinopathy of Prematurity (ROP): Three years experience in Ontario, Canada","year":2012,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Retinopathy of prematurity; Telemedicine; Medicine; Optometry; Pediatrics; Pregnancy; Gestational age; Political science; Biology; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001542506,0.000250715,0.0006593638,0.0002145988,0.000175355,0.000008187568,0.0003838844,0.0001119043,0.0000798349],"category_scores_gemma":[0.002939199,0.0002234929,0.00006121454,0.0007131726,0.005076097,0.0003230697,0.0002532963,0.0004404719,0.000001551981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005217223,"about_ca_system_score_gemma":0.001683881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6047455,"about_ca_topic_score_gemma":0.4399106,"domain_scores_codex":[0.9971314,0.0000809761,0.0005690171,0.0005427293,0.0007954535,0.0008804284],"domain_scores_gemma":[0.9982871,0.0003404054,0.0002962294,0.0003254538,0.0003209739,0.0004298087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001241508,0.0001162295,0.8698761,0.00006093243,0.00001443184,0.00008898558,0.008862166,0.000001828244,0.1205088,0.00007713415,0.00009721322,0.0001719688],"study_design_scores_gemma":[0.0006988461,0.0005944992,0.8930875,0.0002718523,0.0000257166,0.0002882052,0.001950771,0.00006354273,0.1022467,0.0005087043,0.00008291608,0.0001807407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969088,0.000283706,0.00001028017,0.0004944896,0.0004309223,0.0009647305,0.000007718037,0.00001747065,0.000881867],"genre_scores_gemma":[0.9895043,0.000001663429,0.009983578,0.0002129512,0.00008182466,0.0001010966,0.000005431865,0.00001473097,0.00009442279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648349,"threshold_uncertainty_score":0.9976315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07670296395399828,"score_gpt":0.3520453991252679,"score_spread":0.2753424351712696,"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."}}