{"id":"W6962795457","doi":"10.17605/osf.io/qc7bj","title":"Assessing the use of the PDQ-39 in Cognitive Impairment","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Cognition; Quality of life (healthcare); Disease; Montreal Cognitive Assessment; Test (biology); Cognitive test","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":[0.005026933,0.0006761891,0.0009432269,0.002412363,0.0004939985,0.001214265,0.0008750361,0.0006763123,0.007805752],"category_scores_gemma":[0.01767706,0.0002195071,0.001066864,0.003184072,0.0003882931,0.000821618,0.00138629,0.0008044224,0.002748292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008253428,"about_ca_system_score_gemma":0.0010555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00857004,"about_ca_topic_score_gemma":0.009196943,"domain_scores_codex":[0.9963097,0.001014891,0.0007599134,0.0006579253,0.0009573573,0.0003001555],"domain_scores_gemma":[0.995205,0.001430035,0.001609454,0.0003516362,0.001183217,0.0002206916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001202057,0.0003094721,0.8139944,0.002656023,0.001232007,0.0002470115,0.001623438,0.0005044962,0.0009435288,0.001016473,0.03851138,0.1377598],"study_design_scores_gemma":[0.000109118,0.0001947479,0.9634003,0.0005580091,0.0002679546,0.0004488628,0.0004080908,0.0002728032,0.000373843,0.001138348,0.03276458,0.00006342462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7192525,0.01267582,0.00539132,0.002486517,0.0005275362,0.001829892,0.2269348,0.0003291015,0.0305725],"genre_scores_gemma":[0.8586835,0.005262595,0.00774268,0.001088253,0.0002928892,0.003229098,0.1171392,0.0001286378,0.006433137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00857004,"threshold_uncertainty_score":0.02658528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0462196699450647,"score_gpt":0.3178169663451721,"score_spread":0.2715972964001074,"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."}}