{"id":"W6908592429","doi":"10.26233/heallink.tuc.20171","title":"Mobile health screening platform for degenerative neurological disorders","year":2014,"lang":"en","type":"other","venue":"Technical University of Crete","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Dementia; Neurology; Test (biology); Disease; Cognition; Affect (linguistics); Cognitive decline; Quality of life (healthcare)","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":[],"consensus_categories":[],"category_scores_codex":[0.0005290875,0.0008016106,0.0004526991,0.001305793,0.0002542919,0.0006110531,0.0007263134,0.0007877001,0.02700732],"category_scores_gemma":[0.001463364,0.0001780822,0.0004026848,0.0004057612,0.0001263934,0.0007434612,0.001355539,0.0005292575,0.01489361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189806,"about_ca_system_score_gemma":0.0004728826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006458446,"about_ca_topic_score_gemma":0.0007069915,"domain_scores_codex":[0.9997815,0.00004645475,0.00001644281,0.00004069068,0.00006832607,0.00004654322],"domain_scores_gemma":[0.9994687,0.000181915,0.00005778178,0.00003203224,0.0001585538,0.0001010067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003655743,0.001102798,0.0154505,0.00186786,0.0001026787,0.002887816,0.0008468165,0.0008062563,0.06000761,0.003813973,0.2517573,0.6577007],"study_design_scores_gemma":[0.001444098,0.004769874,0.1340215,0.001390474,0.0006066277,0.01048544,0.0007676329,0.04066742,0.08514488,0.007115589,0.7130892,0.000497208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.2780735,0.01133741,0.2613621,0.006792118,0.0023485,0.01254017,0.04866732,0.230781,0.1480978],"genre_scores_gemma":[0.6440059,0.005896567,0.1912521,0.006817217,0.001435267,0.00779256,0.03191131,0.002443289,0.1084459],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02700732,"threshold_uncertainty_score":0.09034848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219047546717473,"score_gpt":0.2987165103726561,"score_spread":0.2768117557009088,"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."}}