{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004720814,0.0004607376,0.0002448031,0.000400629,0.0001764326,0.0002631051,0.0001178389,0.0002418477,0.002070609],"category_scores_gemma":[0.001067397,0.0001280643,0.0001506194,0.0001814427,0.0001983975,0.0002400304,0.0002747668,0.0003352114,0.0001896499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225814,"about_ca_system_score_gemma":0.00008160068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006410329,"about_ca_topic_score_gemma":0.00132523,"domain_scores_codex":[0.999792,0.00002194078,0.00002721024,0.00005207867,0.00008296204,0.00002385325],"domain_scores_gemma":[0.9991828,0.0001913808,0.0002427038,0.00006394219,0.0001919337,0.0001272856],"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":[0.002178924,0.001120977,0.4138134,0.0003068564,0.0002822153,0.0002961826,0.001092484,0.0003069238,0.5360624,0.0002016932,0.0004834408,0.0438545],"study_design_scores_gemma":[0.000009414089,0.001577558,0.9844694,0.000005195118,0.00004074494,0.0002913697,0.0001330867,0.0002147883,0.01294438,0.00006965743,0.0002360749,0.000008164288],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977351,0.000235935,0.001089809,0.00001057662,0.000006706136,0.00002781188,0.0001214549,0.00001634337,0.000756238],"genre_scores_gemma":[0.9968684,0.0001465542,0.001853434,0.00005201674,0.000009206831,0.00002720705,0.0001891238,0.000005788414,0.0008482723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002070609,"threshold_uncertainty_score":0.006926894,"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."}}