{"id":"W3092032800","doi":"10.2196/18971","title":"AQUEDUCT Intervention for Crisis Team Quality and Effectiveness in Dementia: Protocol for a Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Programme Grants for Applied Research; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Dementia; Randomized controlled trial; Intervention (counseling); Medicine; Scale (ratio); Nursing; Protocol (science); Best practice; Psychology; Alternative medicine; 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":[0.06586543,0.004501246,0.006229213,0.003666318,0.005808295,0.004621176,0.004248386,0.006949775,0.1018567],"category_scores_gemma":[0.05142714,0.004529305,0.005331652,0.003337917,0.004273673,0.004861462,0.004110406,0.01130234,0.0189872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009513899,"about_ca_system_score_gemma":0.03269939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004653122,"about_ca_topic_score_gemma":0.008537991,"domain_scores_codex":[0.9694838,0.01783567,0.004703295,0.001965343,0.003162328,0.002849453],"domain_scores_gemma":[0.9655229,0.01179282,0.00468519,0.004277284,0.01040901,0.00331273],"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":[0.2868394,0.08721121,0.003976043,0.1229885,0.001610275,0.002455085,0.0146452,0.008522753,0.007540511,0.02060445,0.1348911,0.3087155],"study_design_scores_gemma":[0.5704758,0.0610179,0.01506426,0.0336568,0.0008788542,0.0005316752,0.006152117,0.005169699,0.005413728,0.01569619,0.2851435,0.0007995026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003968839,0.00003653101,0.0005318281,0.00006077958,0.00006072355,0.9983401,0.0002904046,0.00002069422,0.0002619236],"genre_scores_gemma":[0.0002363416,0.00002804414,0.0008710156,0.00002885087,0.000006733515,0.9986988,0.00004054363,0.000001447618,0.00008820245],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1018567,"threshold_uncertainty_score":0.3483339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6006682675579647,"score_gpt":0.7091282035792493,"score_spread":0.1084599360212847,"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."}}