{"id":"W3030666914","doi":"10.1145/3396339.3396342","title":"Caring4Dementia","year":2020,"lang":"en","type":"article","venue":"","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Autonomy; General partnership; Dementia; Mobile apps; Set (abstract data type); Computer science; Dependency (UML); Activities of daily living; Work (physics); Psychology; Human–computer interaction; Internet privacy; Knowledge management; Engineering; World Wide Web; Business; Medicine; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0005477205,0.0004567045,0.0004866284,0.000806321,0.001704795,0.001606836,0.0005304946,0.001079758,0.1024859],"category_scores_gemma":[0.00413525,0.0001198916,0.0006024006,0.0005879281,0.0004597371,0.001225819,0.002093696,0.0009060683,0.03307603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009765527,"about_ca_system_score_gemma":0.001560726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473429,"about_ca_topic_score_gemma":0.004609007,"domain_scores_codex":[0.9992794,0.0001336877,0.00009762557,0.00008378547,0.0002549285,0.0001505025],"domain_scores_gemma":[0.9990584,0.0001481808,0.0001147697,0.00005727105,0.000239594,0.0003816395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002283271,0.0001644495,0.008193058,0.001658045,0.00004156807,0.00361577,0.002174265,0.00005660228,0.0008332566,0.008457346,0.3885008,0.5860765],"study_design_scores_gemma":[0.00003190588,0.0001165992,0.008559606,0.001132562,0.00003714988,0.009460725,0.001043552,0.00005334716,0.0003543891,0.003510285,0.9756696,0.0000302685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04865265,0.03468945,0.002805382,0.01696057,0.006967198,0.0004577388,0.004491776,0.001369204,0.8836061],"genre_scores_gemma":[0.3139122,0.04971297,0.01421265,0.03138818,0.003177245,0.0007769599,0.008998659,0.0004191703,0.5774021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1024859,"threshold_uncertainty_score":0.3428496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575019360187049,"score_gpt":0.3184372710348427,"score_spread":0.2826870774329722,"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."}}