{"id":"W4402905379","doi":"10.1167/jov.24.10.1465","title":"Psychophysical measure of the impact of healthy aging on rods and cones of the retina","year":2024,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Retina; Measure (data warehouse); Ophthalmology; Neuroscience; Psychology; Medicine; Computer science; Data mining","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":[],"consensus_categories":[],"category_scores_codex":[0.0009669964,0.00004216548,0.0001766742,0.00007019759,0.000028223,0.000007448675,0.0001096569,0.00002475327,0.00001098773],"category_scores_gemma":[0.0001577288,0.00001577787,0.0002064899,0.000282442,0.0001182103,0.00004803799,0.0000300005,0.0002702991,2.771388e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002469096,"about_ca_system_score_gemma":0.000208427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002628679,"about_ca_topic_score_gemma":7.913676e-7,"domain_scores_codex":[0.9989122,0.0001023777,0.000222569,0.0000559294,0.000629281,0.00007766197],"domain_scores_gemma":[0.99941,0.00009727099,0.0001297767,0.0001486966,0.0001548523,0.00005939181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001241445,0.0004710918,0.04630897,0.0005975454,0.0001286611,0.00001755584,0.001518451,0.0001218191,0.8847783,0.0002087096,0.002986966,0.06162046],"study_design_scores_gemma":[0.0007759492,0.003823124,0.9518445,0.003811372,0.00004599944,0.0001078128,0.000148268,0.002196023,0.03667849,0.0003978656,0.0001408837,0.0000296646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927859,0.001010359,0.00001815317,0.005733721,0.0001201546,0.00007254755,0.000001550207,8.454193e-7,0.0002567887],"genre_scores_gemma":[0.9996952,0.0001491761,0.00002595886,0.00002788363,0.0000709202,7.347064e-8,3.501566e-8,0.000003405893,0.00002738358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9055356,"threshold_uncertainty_score":0.117433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531552680386975,"score_gpt":0.4288502188739747,"score_spread":0.403534692070105,"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."}}