{"id":"W3176333470","doi":"","title":"Cognitive and functional implications of vision loss","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cognition; Psychology; Neuroscience; Cognitive psychology; Physical medicine and rehabilitation; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002914946,0.00008363444,0.0001795246,0.0002103383,0.0001956364,0.000005958778,0.0000720001,0.00009497093,0.0005461022],"category_scores_gemma":[0.0002276906,0.00007083569,0.00002208151,0.0004154745,0.005523372,0.0001315584,0.00006648374,0.0001978957,0.00006167416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004072307,"about_ca_system_score_gemma":0.0005054855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001202611,"about_ca_topic_score_gemma":6.443024e-7,"domain_scores_codex":[0.9991401,0.00003037905,0.000176373,0.0003227085,0.0001462829,0.0001841265],"domain_scores_gemma":[0.9991774,0.000136311,0.0001116797,0.0001246818,0.0002903919,0.0001595324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000038526,0.0001546609,0.7567216,0.00002547227,0.000009529846,0.000002256403,0.0005203159,1.582917e-7,0.2302782,0.01179018,0.00004247317,0.0004166208],"study_design_scores_gemma":[0.0003624904,0.0008094187,0.9477735,0.00005525936,0.00001326896,0.0002580985,0.0004523353,0.00001218762,0.03742548,0.01273999,0.00003762305,0.00006036732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924418,0.00005672924,0.00000458547,0.002319052,0.0001607656,0.0002711579,0.000006717877,0.00002368222,0.004715455],"genre_scores_gemma":[0.9986845,0.000006487654,0.0003016554,0.000542948,0.00002215334,0.00001368656,0.000009706607,0.000004193206,0.000414645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1928527,"threshold_uncertainty_score":0.997183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05963670189253234,"score_gpt":0.408330050831254,"score_spread":0.3486933489387217,"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."}}