{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001126859,0.0003109768,0.0004043647,0.0006754408,0.007269279,0.00134321,0.001202061,0.000912053,0.001753053],"category_scores_gemma":[0.00271889,0.000407906,0.0003969124,0.002562446,0.001251444,0.000552706,0.001361075,0.001131913,0.0002107882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03313484,"about_ca_system_score_gemma":0.05320365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992049,"about_ca_topic_score_gemma":0.9966764,"domain_scores_codex":[0.9981761,0.0001997701,0.00009982273,0.0001332498,0.0007155724,0.0006753806],"domain_scores_gemma":[0.9947429,0.0003547955,0.0004726963,0.00006921025,0.002335638,0.002024851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002750953,0.0008872867,0.9014118,0.0001982354,0.00005507171,0.004859364,0.05096972,0.0001942398,0.001613951,0.0003895684,0.003331382,0.03581434],"study_design_scores_gemma":[0.00003655889,0.0004235419,0.9507142,0.0001176928,0.00003933554,0.0008608777,0.04150806,0.0002346496,0.0002260705,0.00004311809,0.00575438,0.00004141974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99185,0.001055858,0.00008533482,0.001428909,0.00002414902,0.0001134241,0.0003062977,0.000008211262,0.00512784],"genre_scores_gemma":[0.9926248,0.001594604,0.0003253208,0.0006538125,0.00001529153,0.00003133301,0.0002403326,0.000009946444,0.004504559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03313484,"threshold_uncertainty_score":0.2404112,"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."}}