{"id":"W3035547747","doi":"","title":"The Mezurio smartphone application: Evaluating the feasibility of frequent digital cognitive assessment in the PREVENT dementia study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dementia; Cognitive Assessment System; Cognition; mHealth; Smartphone application; Medicine; Psychology; Computer science; Cognitive impairment; Multimedia; Psychiatry; Psychological intervention; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004414035,0.001051913,0.001232526,0.0006510541,0.0009981238,0.001654345,0.0008721894,0.001216846,0.003361162],"category_scores_gemma":[0.01730362,0.0007250707,0.001521091,0.0005860539,0.0005126934,0.001314741,0.001747346,0.001558488,0.001052002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006164711,"about_ca_system_score_gemma":0.001171524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00779706,"about_ca_topic_score_gemma":0.01183294,"domain_scores_codex":[0.9979295,0.001038988,0.0002559442,0.0002692308,0.0003490181,0.000157437],"domain_scores_gemma":[0.9945074,0.002093713,0.001651585,0.0003933198,0.0005666777,0.0007872854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1711612,0.03314183,0.6491697,0.001801729,0.003265515,0.0003518291,0.0039264,0.0004996961,0.001979584,0.0006181764,0.00845531,0.1256291],"study_design_scores_gemma":[0.01634025,0.03042069,0.9444927,0.0002339896,0.001957367,0.0002516332,0.001210771,0.00108936,0.0004326213,0.00029899,0.003110928,0.0001606172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943337,0.0003247905,0.0001512495,0.0002712834,0.00006302408,0.001427414,0.001253488,0.00002675095,0.002148181],"genre_scores_gemma":[0.9857701,0.0007659023,0.002955669,0.0006048971,0.0002441906,0.004984715,0.002140746,0.00002736831,0.002506425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00779706,"threshold_uncertainty_score":0.02334392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492030344385344,"score_gpt":0.5043131295084187,"score_spread":0.3551100950698842,"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."}}