{"id":"W4404704581","doi":"10.1177/25424823241299023","title":"Critical evaluation of COSMIN scores in scales for mild cognitive impairment and Alzheimer's disease: A comprehensive review","year":2024,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease Reports","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Municipal Health Commission","keywords":"Montreal Cognitive Assessment; Checklist; Cognition; Reliability (semiconductor); Psychology; Cognitive impairment; Applied psychology; Physical medicine and rehabilitation; Physical therapy; Medicine; Clinical psychology; Psychiatry; Cognitive 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08316842,0.002214131,0.01190326,0.02054694,0.001351772,0.004948446,0.004367613,0.002993038,0.002733303],"category_scores_gemma":[0.2455503,0.001641018,0.01364843,0.0144029,0.002466671,0.004959143,0.003018351,0.002227243,0.0003029722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007457008,"about_ca_system_score_gemma":0.02141149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006287593,"about_ca_topic_score_gemma":0.01579548,"domain_scores_codex":[0.928421,0.02296102,0.03311353,0.002864804,0.01195828,0.0006813743],"domain_scores_gemma":[0.7604024,0.1671817,0.03744173,0.004575221,0.02935275,0.001046163],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003415543,0.00001967733,0.002002787,0.9089621,0.0182336,0.00008222507,0.0003940964,0.000133962,0.0001755473,0.0005113242,0.002755799,0.06638741],"study_design_scores_gemma":[0.0003857632,0.0001740692,0.006298252,0.8818609,0.0880769,0.0002565767,0.0003910407,0.0001951043,0.0002661417,0.001085842,0.02092065,0.00008888052],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009979871,0.9952638,0.0006534544,0.0009538234,0.0003926352,0.001024257,0.0004381892,0.00001835352,0.0002574847],"genre_scores_gemma":[0.04018097,0.9433587,0.007141825,0.002153526,0.0004723324,0.005575831,0.0009056056,0.00003512824,0.0001760804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9168316,"threshold_uncertainty_score":0.4398419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1344654282801542,"score_gpt":0.4738902330436066,"score_spread":0.3394248047634524,"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."}}