{"id":"W3105562553","doi":"10.2196/22463","title":"Investigating Users' and Other Stakeholders' Needs in the Development of a Personalized Integrated Care Platform (PROCare4Life) for Older People with Dementia or Parkinson Disease: Protocol for a Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Dementia; Protocol (science); Integrated care; Quality of life (healthcare); Health care; Scale (ratio); Disease; Population; Medicine; Psychology; Gerontology; Nursing; Alternative medicine","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":[0.08305532,0.003075295,0.003257321,0.003541277,0.004760262,0.00363474,0.003583086,0.005247755,0.02500546],"category_scores_gemma":[0.0488059,0.00221591,0.003629563,0.003101604,0.003035899,0.002991978,0.003652788,0.005134868,0.005294213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006956588,"about_ca_system_score_gemma":0.02518658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002677288,"about_ca_topic_score_gemma":0.004745148,"domain_scores_codex":[0.9621214,0.02578067,0.004758517,0.00196611,0.00305785,0.002315334],"domain_scores_gemma":[0.9614479,0.01608797,0.004453801,0.004179881,0.01136296,0.002467493],"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":[0.07712684,0.06205682,0.01576657,0.1393506,0.001523141,0.005661367,0.1355,0.01246873,0.02798124,0.0387987,0.0626654,0.4211005],"study_design_scores_gemma":[0.1124181,0.09004536,0.0441477,0.05802222,0.001643889,0.001218313,0.09085669,0.007783724,0.02132621,0.02439017,0.5469652,0.001182474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002703204,0.00006678919,0.002109292,0.00009963298,0.00004956247,0.9941375,0.0004052645,0.00001752517,0.0004110637],"genre_scores_gemma":[0.0007958408,0.0000429804,0.002900081,0.00004836317,0.000003865669,0.9960609,0.00004888829,0.000001520392,0.00009753914],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08305532,"threshold_uncertainty_score":0.4392437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.364075528104052,"score_gpt":0.5462579679127412,"score_spread":0.1821824398086892,"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."}}