{"id":"W3042102383","doi":"10.1212/cpj.0000000000000890","title":"Practice Current","year":2020,"lang":"en","type":"article","venue":"Neurology Clinical Practice","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alzheimer Society of Canada; University of Calgary","funders":"","keywords":"Expert opinion; Audience measurement; Dementia; Medicine; Cognitive impairment; Cognition; Rivastigmine; Psychology; Clinical psychology; Psychiatry; Intensive care medicine; Disease; Pathology; Political science; Donepezil","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004466333,0.0006324801,0.0005862911,0.00221132,0.002574671,0.004678733,0.002724757,0.004705741,0.5314318],"category_scores_gemma":[0.0285902,0.0004900316,0.0007154277,0.001781667,0.001020593,0.004176991,0.004079525,0.003385701,0.2897133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002473837,"about_ca_system_score_gemma":0.01237468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697404,"about_ca_topic_score_gemma":0.007133148,"domain_scores_codex":[0.9959363,0.001103876,0.0005079644,0.0007444267,0.001256136,0.0004512375],"domain_scores_gemma":[0.9757002,0.003772683,0.001459189,0.001462143,0.009665753,0.007940007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005445674,0.0000872647,0.0008466539,0.0006118469,0.000006869984,0.000205918,0.000402795,0.00003372056,0.0001500881,0.004091591,0.7751706,0.2183383],"study_design_scores_gemma":[0.00001987144,0.00002151105,0.0005129966,0.0006214925,0.000004176281,0.000324203,0.0003431775,0.00002443231,0.00003625336,0.002285467,0.9957992,0.00000718116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003648113,0.01543732,0.01044873,0.1934554,0.02441228,0.001480397,0.006207458,0.001724244,0.7431861],"genre_scores_gemma":[0.02548987,0.0268676,0.0211342,0.1364069,0.01117115,0.002353489,0.00739923,0.001145794,0.7680318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5314318,"threshold_uncertainty_score":0.6683557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1394205656447511,"score_gpt":0.5190230152358218,"score_spread":0.3796024495910707,"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."}}