{"id":"W4312087234","doi":"10.1002/alz.063746","title":"Framework for disclosing AD biomarker results following cognitive assessment within a pragmatic, multi‐country implementation evaluation","year":2022,"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":"Bridgepoint Active Healthcare","funders":"","keywords":"Biomarker; Dementia; Medicine; Cognition; Health care; Cognitive test; Disease; Psychology; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5704154,0.001882076,0.002280043,0.009449956,0.009426988,0.01800416,0.01071775,0.008199904,0.005856964],"category_scores_gemma":[0.4094969,0.001453295,0.005599557,0.004800923,0.008582584,0.01477199,0.02627517,0.008299625,0.0006683797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0446996,"about_ca_system_score_gemma":0.2214741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01431061,"about_ca_topic_score_gemma":0.02331926,"domain_scores_codex":[0.3350173,0.6086215,0.02628011,0.005738714,0.01548991,0.008852459],"domain_scores_gemma":[0.5508699,0.3325241,0.02553303,0.01547689,0.05623455,0.01936156],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002045045,0.00515102,0.02317434,0.07036815,0.002510043,0.004153992,0.1153467,0.009874378,0.001818144,0.2769652,0.04422144,0.4443716],"study_design_scores_gemma":[0.006971659,0.01513983,0.02829012,0.2369467,0.005404713,0.001786874,0.1935857,0.01596956,0.004317682,0.1871542,0.3034208,0.001012124],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08889554,0.03994743,0.2100841,0.3460012,0.003897258,0.2152538,0.00266545,0.0008708996,0.09238445],"genre_scores_gemma":[0.3677211,0.00698783,0.4349061,0.03715524,0.0003523695,0.1489076,0.001083114,0.0001170927,0.00276967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5704154,"threshold_uncertainty_score":0.5297543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0761966009874361,"score_gpt":0.4483149103227181,"score_spread":0.3721183093352821,"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."}}