{"id":"W4408516922","doi":"10.1016/j.jcjo.2025.02.006","title":"F. Y. EYE","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Optometry; Ophthalmology; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003081914,0.00137475,0.0007566257,0.001159413,0.001207196,0.001651152,0.000598622,0.001848945,0.8153841],"category_scores_gemma":[0.001167262,0.0002169164,0.0005158045,0.0008239535,0.000572096,0.0008372192,0.001410868,0.001473582,0.6829222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006412544,"about_ca_system_score_gemma":0.0008730228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007999795,"about_ca_topic_score_gemma":0.009366437,"domain_scores_codex":[0.9995653,0.00002953793,0.00001749642,0.000189568,0.0001273836,0.0000707321],"domain_scores_gemma":[0.9995539,0.00005853599,0.00002888504,0.00004953371,0.0001572235,0.0001520997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001670459,0.00008132936,0.001131197,0.0002914678,0.00003714316,0.001311053,0.00009118817,0.0001584588,0.003419152,0.007177073,0.3608279,0.625307],"study_design_scores_gemma":[0.00003570605,0.00002917591,0.001258218,0.0001332171,0.00001051301,0.001022965,0.00006708415,0.0001168378,0.0002918536,0.0007282357,0.9962963,0.000009796257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001953638,0.008027654,0.002372693,0.006565034,0.003647681,0.000102177,0.003410239,0.001908661,0.9720122],"genre_scores_gemma":[0.007106776,0.002314493,0.001489112,0.001164194,0.0003338591,0.0000496375,0.0008713584,0.0001884898,0.9864821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8153841,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075700569642705,"score_gpt":0.2840049370797048,"score_spread":0.2732479313832777,"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."}}