{"id":"W4394435739","doi":"10.6084/m9.figshare.14424377","title":"PREDICTION OF COGNITIVE IMPAIRMENT IN PD BY MOCA.sav","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Learning Styles and Cognitive Differences","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognitive impairment; Cognition; Psychology; Environmental science; Neuroscience","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":[0.001270618,0.001678211,0.001502157,0.001688602,0.0004855347,0.001398935,0.002120132,0.001700317,0.01562175],"category_scores_gemma":[0.005967382,0.0004909477,0.00189979,0.001601224,0.0002299279,0.0004514083,0.00117308,0.001111951,0.01478053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007710136,"about_ca_system_score_gemma":0.00113195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01791069,"about_ca_topic_score_gemma":0.02673784,"domain_scores_codex":[0.9994022,0.0001051748,0.00009155892,0.0002158776,0.0001074268,0.00007775486],"domain_scores_gemma":[0.9983696,0.0004919752,0.0002573848,0.0003736229,0.0003276366,0.0001796731],"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":[0.00184179,0.0002359892,0.06476037,0.002260051,0.001141347,0.0002735406,0.00006057756,0.002117425,0.0004887348,0.0003581454,0.9047337,0.02172822],"study_design_scores_gemma":[0.007719602,0.0006628753,0.4318777,0.002564434,0.002554849,0.002258319,0.0002563612,0.01192552,0.00242013,0.003386328,0.5341001,0.0002738354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007302238,0.0002466328,0.000179445,0.00009343695,0.00003784123,0.00004308402,0.991178,0.000250263,0.0006690128],"genre_scores_gemma":[0.009455787,0.00006973196,0.0003636929,0.00005448109,0.00001386462,0.0001728208,0.9892896,0.0000425609,0.0005373884],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01791069,"threshold_uncertainty_score":0.05225998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04537881526201692,"score_gpt":0.3142828082818081,"score_spread":0.2689039930197912,"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."}}