{"id":"W1029231631","doi":"","title":"Poor Contrast Sensitivity Predicts Subsequent Visual Acuity Loss in Patients Referred for Vision Rehabilitation","year":2007,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Contrast (vision); Rehabilitation; Visual acuity; Medicine; Sensitivity (control systems); Ophthalmology; Optometry; Audiology; Artificial intelligence; Physical therapy; Computer science; Engineering","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":[0.000346759,0.0003506322,0.0005000491,0.0009069346,0.0008968064,0.001005424,0.0005239467,0.001387757,0.003056193],"category_scores_gemma":[0.005594114,0.0002804301,0.0007067133,0.0008499107,0.000525205,0.0005979614,0.0005041199,0.001362627,0.0004704901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005669944,"about_ca_system_score_gemma":0.0007283314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007943524,"about_ca_topic_score_gemma":0.008994299,"domain_scores_codex":[0.9997,0.00006385277,0.00003789059,0.00003446268,0.0000572911,0.0001066009],"domain_scores_gemma":[0.9965733,0.001118134,0.001183584,0.000128072,0.0002556044,0.0007412096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001952418,0.0001453932,0.998156,0.000006094796,0.00002059677,0.0004090052,0.00006578458,0.00001958291,0.0001866535,0.00001187879,0.00008922334,0.0006944806],"study_design_scores_gemma":[0.00001363344,0.0003301507,0.9974372,0.000008757935,0.00003830244,0.001548878,0.0003015232,0.000162377,0.00005823339,0.00002962522,0.00006571138,0.000005385038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991321,0.0002359056,0.00001685921,0.00007772821,0.00001007786,0.000005147499,0.0000300011,0.00000228281,0.000489893],"genre_scores_gemma":[0.9997341,0.00006369154,0.00001643099,0.00003463057,0.00001185118,0.000002927062,0.00004359054,9.657527e-7,0.00009174336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007943524,"threshold_uncertainty_score":0.01579458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03911409060296258,"score_gpt":0.3919367237874919,"score_spread":0.3528226331845293,"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."}}