{"id":"W4210809514","doi":"10.3310/nihropenres.1115177.1","title":"Personalising Patching for Amblyopia Treatment","year":2022,"lang":"en","type":"report","venue":"","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Moorfields Eye Hospital NHS Foundation Trust","keywords":"Optometry; Medicine; Visual acuity; Realisation; Ophthalmology; Psychology; Physics","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":[0.002079381,0.0002295023,0.0003355991,0.0003171052,0.0006011628,0.001141888,0.0004971228,0.001378464,0.1285266],"category_scores_gemma":[0.009550153,0.0001396683,0.0006098622,0.0002543241,0.0002656294,0.001134706,0.001551073,0.001569909,0.03320122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006773421,"about_ca_system_score_gemma":0.001334694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678207,"about_ca_topic_score_gemma":0.003883382,"domain_scores_codex":[0.9986352,0.0005393018,0.00008385949,0.000116203,0.0004254989,0.0001999432],"domain_scores_gemma":[0.9958911,0.001153976,0.0004430027,0.0004261745,0.0007145961,0.001371047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002431215,0.0003105256,0.002751372,0.0002939512,0.00001976994,0.0003413903,0.0003629609,0.00008860062,0.001058027,0.0005729342,0.4439573,0.5500001],"study_design_scores_gemma":[0.000144843,0.0007704,0.01543736,0.0009651533,0.00005472119,0.002283434,0.0006367851,0.0002388942,0.001271816,0.002160311,0.9760021,0.00003430581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05489254,0.02101566,0.01842577,0.1815655,0.005169698,0.001773685,0.003233572,0.003762434,0.7101611],"genre_scores_gemma":[0.389244,0.04199944,0.07085051,0.07760113,0.007576199,0.002468501,0.003606559,0.001443935,0.4052097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1285266,"threshold_uncertainty_score":0.4299645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1919317890627494,"score_gpt":0.4681120379872394,"score_spread":0.27618024892449,"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."}}