{"id":"W4321603514","doi":"10.5114/ko.2023.124692","title":"Pattern electroretinography in individuals with major depression","year":2023,"lang":"en","type":"article","venue":"Klinika Oczna","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electroretinography; Depression (economics); Medicine; Ophthalmology; Retinal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003420375,0.0002450716,0.0003406331,0.0009288325,0.0004188106,0.0004483331,0.0001928813,0.0004327754,0.004054153],"category_scores_gemma":[0.002053429,0.0001652333,0.0002433465,0.0005820775,0.0001362786,0.0003540414,0.0002942044,0.0005460599,0.000710837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003237678,"about_ca_system_score_gemma":0.0002179185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006411092,"about_ca_topic_score_gemma":0.00758386,"domain_scores_codex":[0.9998145,0.00003535182,0.00003255184,0.00002850074,0.00006367017,0.00002554687],"domain_scores_gemma":[0.999606,0.00009394915,0.0001323047,0.00001553671,0.00008465609,0.0000677564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007609265,0.000188797,0.8878458,0.0002577388,0.00008542596,0.006914473,0.0003836929,0.00006936701,0.001949206,0.0001646655,0.01600961,0.08537034],"study_design_scores_gemma":[0.00003210771,0.0001815182,0.9857172,0.000250618,0.00005931114,0.011227,0.0003206107,0.0001606652,0.0001810694,0.0001764216,0.001681775,0.00001183627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407057,0.02395291,0.0004390618,0.006197236,0.000382841,0.0001936963,0.001360131,0.00009979912,0.02666869],"genre_scores_gemma":[0.9866719,0.007968254,0.0005460469,0.0009930158,0.000186434,0.00004998511,0.000613806,0.000008274878,0.002962365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006411092,"threshold_uncertainty_score":0.0135625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005661173854313061,"score_gpt":0.2354873154501387,"score_spread":0.2298261415958256,"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."}}