{"id":"W4312055507","doi":"10.1016/j.ophtha.2022.10.033","title":"Vision Rehabilitation Preferred Practice Pattern®","year":2022,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Optometry; Rehabilitation; MEDLINE; Physical medicine and rehabilitation; Physical therapy","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":[0.0007516533,0.0002263232,0.0002385856,0.001999634,0.0005787263,0.0009544221,0.0005005324,0.0005108193,0.166198],"category_scores_gemma":[0.009110576,0.0001031633,0.0002909232,0.002857372,0.0001663134,0.0009495139,0.000868698,0.0008070605,0.03270038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005087733,"about_ca_system_score_gemma":0.00218342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004615597,"about_ca_topic_score_gemma":0.01155088,"domain_scores_codex":[0.9982932,0.0003592595,0.0003671904,0.0001454411,0.0005685198,0.0002664682],"domain_scores_gemma":[0.9936203,0.0008910751,0.001278198,0.0004068442,0.002345138,0.001458334],"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":[0.001114649,0.0008874765,0.06993424,0.001154526,0.00003854632,0.000401087,0.0005561769,0.0001439316,0.003187428,0.002352888,0.3274243,0.5928047],"study_design_scores_gemma":[0.0003367279,0.0009999678,0.2853513,0.001550201,0.00003084895,0.003534553,0.003030133,0.000534062,0.001669681,0.002236379,0.7006858,0.0000403462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2984034,0.002901565,0.006464823,0.02003037,0.003430358,0.002289887,0.07911038,0.0009703132,0.586399],"genre_scores_gemma":[0.5767005,0.004117751,0.02589239,0.007163449,0.0009086508,0.001855619,0.02378725,0.0005054474,0.359069],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.166198,"threshold_uncertainty_score":0.5559876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03302067197708879,"score_gpt":0.3978589075893919,"score_spread":0.3648382356123031,"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."}}