{"id":"W4249883789","doi":"10.2196/preprints.19244","title":"Technology to Improve Autonomy and Inform Housing Decisions for Older Adults With Memory Problems Who Live at Home in Canada, Sweden, and the Netherlands: Protocol for a Multipronged Mixed Methods Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; University of Alberta","funders":"","keywords":"Autonomy; Debriefing; Aging in place; Psychology; Gerontology; Applied psychology; Medicine; Social psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03533491,0.00271681,0.003872301,0.002578421,0.006891162,0.003234153,0.003409458,0.004351161,0.04897442],"category_scores_gemma":[0.03120161,0.003083144,0.00529589,0.00294574,0.001976137,0.002334394,0.003141979,0.004919881,0.007086762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108268,"about_ca_system_score_gemma":0.05671691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0388839,"about_ca_topic_score_gemma":0.07512664,"domain_scores_codex":[0.9829074,0.009920524,0.003152415,0.001140092,0.001357812,0.001521877],"domain_scores_gemma":[0.9820993,0.005062271,0.001790464,0.002049105,0.006932455,0.002066406],"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":[0.1023869,0.05844477,0.01264381,0.09044417,0.002226263,0.002305521,0.03821824,0.009772323,0.005439446,0.01575054,0.1817884,0.4805796],"study_design_scores_gemma":[0.2929666,0.04699472,0.06170165,0.0581902,0.001985524,0.0004780293,0.03109679,0.007602098,0.006617121,0.01398172,0.4771309,0.001254643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002262504,0.0001167292,0.00131168,0.0001368942,0.00009217729,0.9944659,0.001063852,0.00002369219,0.0005265238],"genre_scores_gemma":[0.0004846317,0.00006395817,0.00167473,0.000045597,0.00000740016,0.9974434,0.0001188247,0.000001442508,0.0001599012],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9611161,"threshold_uncertainty_score":0.1868711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184923076910226,"score_gpt":0.441965493047091,"score_spread":0.3234731853560684,"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."}}