{"id":"W3200715560","doi":"10.11606/t.5.2020.tde-10092021-112755","title":"Correlação entre o déficit cognitivo e a perda neural retiniana avaliada pela tomografia de coerência óptica em pacientes com comprometimento cognitivo leve","year":2020,"lang":"pt","type":"dissertation","venue":"","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009256219,0.002008879,0.00311566,0.0009478168,0.0007900452,0.0007617231,0.0007997332,0.0008224158,0.007080975],"category_scores_gemma":[0.00144977,0.001913754,0.001767276,0.002295416,0.0004821651,0.0002548468,0.0002205611,0.002710591,0.002409554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004155573,"about_ca_system_score_gemma":0.0008795611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015085,"about_ca_topic_score_gemma":0.000290779,"domain_scores_codex":[0.9898742,0.001052788,0.002198744,0.002428782,0.00236423,0.00208126],"domain_scores_gemma":[0.9929122,0.001194944,0.001249911,0.0008746548,0.001904186,0.001864106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02007277,0.01347609,0.4719009,0.01760597,0.03324383,0.02169059,0.1654197,0.00009721063,0.05728867,0.001371919,0.107834,0.08999836],"study_design_scores_gemma":[0.01492431,0.004985383,0.01907703,0.01241728,0.04617067,0.001208353,0.4159887,0.457347,0.01524587,0.0001311008,0.006283076,0.00622123],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351547,0.005616978,0.006013471,0.00860709,0.002261059,0.00396216,0.001437998,0.00112063,0.03582597],"genre_scores_gemma":[0.8842689,0.0004015226,0.0008182092,0.002876183,0.0004529261,0.0001203152,0.01195788,0.000300759,0.09880333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4572498,"threshold_uncertainty_score":0.9995902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865403148961237,"score_gpt":0.2913437319640896,"score_spread":0.2726897004744772,"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."}}