{"id":"W6958119011","doi":"10.6084/m9.figshare.14205237","title":"Additional file 1 of Retinal microvascular parameters are not significantly associated with mild cognitive impairment in the Northern Ireland Cohort for the Longitudinal Study of Ageing","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Retinal; Cognitive impairment; Cohort; Longitudinal study; Cohort study; Logistic regression","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001504507,0.0009721247,0.001357002,0.001469243,0.001230266,0.001300484,0.002016711,0.001337002,0.7023353],"category_scores_gemma":[0.02791444,0.0005267406,0.001082915,0.002912743,0.0002822993,0.001699335,0.0009368806,0.0007548213,0.05868377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009921,"about_ca_system_score_gemma":0.001444518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607162,"about_ca_topic_score_gemma":0.0259279,"domain_scores_codex":[0.9990746,0.0001450811,0.0001979105,0.0002278158,0.000173285,0.0001812129],"domain_scores_gemma":[0.9868939,0.007000765,0.002315158,0.001447579,0.001897331,0.0004452495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009805826,0.0001552192,0.02700236,0.002461285,0.0001402164,0.0001586699,0.0001747731,0.0002893856,0.0001253095,0.0008754152,0.9590431,0.008593588],"study_design_scores_gemma":[0.01401803,0.001214658,0.475892,0.01075843,0.0008571039,0.002229178,0.00179697,0.003246881,0.0009517778,0.008160522,0.4805,0.000374432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001725717,0.00003251291,0.0002221765,0.0001066278,0.00003601883,0.0001463771,0.9961932,0.00009633874,0.001441056],"genre_scores_gemma":[0.04667496,0.0002342913,0.003664556,0.0006219232,0.0002903858,0.005507896,0.9221419,0.0004619703,0.02040213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7023353,"threshold_uncertainty_score":0.4245825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0432443186934355,"score_gpt":0.2719246520194422,"score_spread":0.2286803333260067,"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."}}