{"id":"W1420836283","doi":"","title":"Chromatic and Achromatic Contrast Sensitivity: Reliability, Variability and Detection of Visual Loss","year":2004,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Achromatic lens; Chromatic scale; Contrast (vision); Sensitivity (control systems); Reliability (semiconductor); Optics; Physics; 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":[0.00499773,0.0003165993,0.0005732018,0.001687763,0.0002118751,0.001002061,0.0006422737,0.0007827612,0.001060191],"category_scores_gemma":[0.03569052,0.0004085832,0.0003833775,0.0006452146,0.0007625562,0.001268116,0.0007933726,0.0007263009,0.000230248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313509,"about_ca_system_score_gemma":0.0001805842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009452137,"about_ca_topic_score_gemma":0.001112487,"domain_scores_codex":[0.9982332,0.0006490174,0.0001696481,0.000377743,0.0004694354,0.0001009111],"domain_scores_gemma":[0.9469942,0.0384924,0.006312773,0.004369805,0.002971205,0.0008597652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005182186,0.0001353129,0.9336675,0.00007876414,0.0005446584,0.00008299333,0.000402397,0.002153818,0.0269133,0.0004414656,0.0002805048,0.03011705],"study_design_scores_gemma":[0.00002880828,0.000252057,0.988885,0.00000833812,0.00007796291,0.0004644228,0.00004878873,0.00670182,0.002410923,0.001005002,0.00009692597,0.0000199189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949635,0.0004539681,0.003478254,0.00003784152,0.00001179845,0.00001161283,0.00009270788,0.00003871719,0.0009116167],"genre_scores_gemma":[0.9991738,0.00005018778,0.000539702,0.00001525821,0.00001750911,0.000004112323,0.00007221528,0.00001766161,0.0001096396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00499773,"threshold_uncertainty_score":0.02643085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886637394878099,"score_gpt":0.335376120335433,"score_spread":0.296509746386652,"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."}}