{"id":"W3113178642","doi":"10.1002/alz.047180","title":"Characteristics of currently available informant‐based tools to obtain collateral information for diagnosis and monitoring of cognitive disorders","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"PsycINFO; Checklist; MEDLINE; Dementia; Cognition; Neurocognitive; Rating scale; Clinical psychology; Scale (ratio); Medicine; Clinical Dementia Rating; Psychology; Psychiatry; Cognitive impairment; Developmental psychology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07807226,0.00145435,0.006226161,0.02760428,0.0007552703,0.005714774,0.002386216,0.00231675,0.004572638],"category_scores_gemma":[0.2870566,0.001087532,0.006317354,0.02299138,0.00110677,0.00501625,0.002319979,0.001432624,0.0006639792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004056614,"about_ca_system_score_gemma":0.01122992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003623822,"about_ca_topic_score_gemma":0.01329412,"domain_scores_codex":[0.9147481,0.03663299,0.03345547,0.002907816,0.0114435,0.0008120728],"domain_scores_gemma":[0.5529023,0.3669049,0.04120243,0.004482097,0.03334074,0.001167497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0008896579,0.00008909366,0.009237147,0.7196423,0.00736148,0.0002313597,0.001253465,0.0001788237,0.0001718811,0.0009027773,0.002717856,0.2573242],"study_design_scores_gemma":[0.0005484872,0.0007443792,0.01870331,0.9120783,0.03181188,0.0007871728,0.001266988,0.0002705578,0.0004666445,0.001171771,0.03204387,0.0001066788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004716735,0.987588,0.00176131,0.001127124,0.0002115622,0.001135419,0.001794007,0.00002464706,0.001641287],"genre_scores_gemma":[0.08584779,0.881867,0.01888141,0.002327647,0.0003229769,0.007127402,0.003272094,0.00003615348,0.0003175924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07807226,"threshold_uncertainty_score":0.4128906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04773629477265047,"score_gpt":0.3170521583009406,"score_spread":0.2693158635282901,"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."}}