{"id":"W4322494095","doi":"10.1007/s40123-023-00670-8","title":"Psychometric Validation of the ViSIO-PRO and ViSIO-ObsRO in Retinitis Pigmentosa and Leber Congenital Amaurosis","year":2023,"lang":"en","type":"article","venue":"Ophthalmology and Therapy","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Novartis Pharma","keywords":"Retinitis pigmentosa; Ophthalmology; Medicine; Amaurosis; Optometry; Retinal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0101212,0.0005655446,0.0003816725,0.0009472453,0.0003127318,0.0007144051,0.0005281345,0.0005282022,0.001306998],"category_scores_gemma":[0.02427158,0.0002271672,0.001012536,0.0007613037,0.0006629855,0.0006417346,0.001375994,0.0007455912,0.0004220285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696456,"about_ca_system_score_gemma":0.0006531062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009720229,"about_ca_topic_score_gemma":0.001159679,"domain_scores_codex":[0.995755,0.001750572,0.000596141,0.0003325212,0.001321919,0.0002440198],"domain_scores_gemma":[0.9828935,0.006915835,0.005043233,0.001131554,0.003293541,0.0007222889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004137593,0.0002958674,0.9757001,0.00006610111,0.0001301543,0.00006425893,0.0008317484,0.0004094353,0.0007646894,0.000109097,0.0002603236,0.02095446],"study_design_scores_gemma":[0.0000611251,0.001284274,0.9946331,0.00007021005,0.0000710357,0.000350902,0.0006378767,0.001018603,0.000562075,0.0001643365,0.001133986,0.00001249411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977009,0.0001614643,0.0005906813,0.00005434926,0.00001360367,0.0001067338,0.0002221744,0.00001139869,0.001138799],"genre_scores_gemma":[0.997687,0.0001083408,0.001107202,0.00003245917,0.00001028785,0.0001971797,0.0006309996,0.000008790136,0.0002176315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101212,"threshold_uncertainty_score":0.05352664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155727944755215,"score_gpt":0.2822453017084645,"score_spread":0.2606880222609123,"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."}}