{"id":"W7015041894","doi":"","title":"Research protocol of the Laval-ROSA Transilab: a living lab on transitions for people living with dementia.","year":2023,"lang":"en","type":"article","venue":"univOAK (4 institutions : Université de Strasbourg, Université de Haute Alsace, INSA Strasbourg, Bibliothèque Nationale et Universitaire de Strasbourg)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Protocol (science); Living lab; Data collection; Activities of daily living; Assisted living","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":[0.03579441,0.002011889,0.002567879,0.002518235,0.007174717,0.003545668,0.003680166,0.003063423,0.1217819],"category_scores_gemma":[0.0420199,0.002087409,0.002094033,0.001983442,0.002104088,0.001986061,0.005032896,0.006537385,0.03372698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005995287,"about_ca_system_score_gemma":0.03504439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009127699,"about_ca_topic_score_gemma":0.01784612,"domain_scores_codex":[0.9825486,0.01116697,0.00184925,0.001688833,0.001455325,0.001291017],"domain_scores_gemma":[0.9649726,0.005897959,0.001664508,0.006789902,0.01394029,0.006734737],"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":[0.09344422,0.01673562,0.009837025,0.01346026,0.0003908624,0.001102387,0.01212875,0.00167001,0.004196228,0.01935406,0.5692314,0.2584491],"study_design_scores_gemma":[0.0615424,0.01337207,0.02995189,0.009654718,0.000387415,0.000329586,0.009122637,0.001587826,0.002936271,0.01378162,0.8568291,0.0005044924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006701187,0.0006638906,0.01229747,0.002072141,0.002139303,0.9437504,0.020994,0.0004633974,0.0109182],"genre_scores_gemma":[0.002367906,0.0001772837,0.005051576,0.0004229165,0.000146926,0.9880236,0.001633399,0.00003192378,0.002144419],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1217819,"threshold_uncertainty_score":0.4074012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674103273362228,"score_gpt":0.3191504434322472,"score_spread":0.292409410698625,"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."}}