{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000226576,0.0001623886,0.0004924425,0.0001936614,0.00008282498,0.000004038708,0.0001836717,0.0002493722,0.001295324],"category_scores_gemma":[0.00004392801,0.0001548439,0.0002243063,0.0001043348,0.0003151797,0.00002016584,0.0001299043,0.0002846252,0.00001777074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002849745,"about_ca_system_score_gemma":0.0001027363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009206287,"about_ca_topic_score_gemma":0.0001065003,"domain_scores_codex":[0.9989291,0.00004314721,0.000129566,0.0003230526,0.000275268,0.0002998194],"domain_scores_gemma":[0.9993344,0.00006520983,0.0001567795,0.0002090666,0.00005501332,0.000179539],"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":[0.002044605,0.0003849633,0.003407879,0.0008897142,0.0003709927,0.0000304165,0.00006341036,0.000002956996,0.0004076115,0.001895076,0.8249775,0.1655248],"study_design_scores_gemma":[0.002416266,0.006957397,0.002091507,0.0002192159,0.0001011883,0.000004940041,0.00008306358,0.0002312969,0.0000463491,0.0001293722,0.9875482,0.0001712532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003470379,0.000982991,0.4036766,0.001599634,0.00008915657,0.007800144,0.0003214645,0.000748761,0.5813109],"genre_scores_gemma":[0.165833,0.001924967,0.07233822,0.001280737,0.0003370758,0.00004963102,0.0008520163,0.000423535,0.7569609],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3313384,"threshold_uncertainty_score":0.9996176,"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."}}