{"id":"W4287578994","doi":"10.2196/preprints.40762","title":"Usability of a Community-Based Dementia Resource Website: Mixed Methods Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa; Bruyère","funders":"","keywords":"Dementia; Usability; Analytics; Task (project management); Resource (disambiguation); Psychology; Online community; World Wide Web; Internet privacy; Medical education; Computer science; Medicine; Data science; Engineering","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":[0.03871765,0.0005474655,0.002091587,0.002127792,0.002601679,0.003992432,0.001286275,0.001402319,0.004111606],"category_scores_gemma":[0.03610177,0.001128188,0.002261346,0.002605652,0.001026739,0.003484451,0.001882216,0.001433193,0.0008884523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003590295,"about_ca_system_score_gemma":0.004755139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006325294,"about_ca_topic_score_gemma":0.01433382,"domain_scores_codex":[0.9806055,0.01076077,0.003270663,0.001735288,0.002692959,0.0009348068],"domain_scores_gemma":[0.9610244,0.02466907,0.005362876,0.00156037,0.005814815,0.001568482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004515795,0.02040543,0.6183324,0.01966533,0.002540905,0.001509411,0.188965,0.0002078954,0.001535525,0.001092766,0.007610475,0.1336191],"study_design_scores_gemma":[0.002398497,0.04208967,0.6674904,0.01270757,0.002217718,0.001203242,0.2478387,0.001731589,0.001751639,0.0008401743,0.01937127,0.0003595513],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985604,0.001969234,0.001072669,0.0003448837,0.00006056987,0.007771602,0.0009982139,0.00002908148,0.002149671],"genre_scores_gemma":[0.9627705,0.002038811,0.004903437,0.002556448,0.00009014827,0.02474863,0.0007912237,0.00004066189,0.002060165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03871765,"threshold_uncertainty_score":0.204761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04820780628820313,"score_gpt":0.4021706794500903,"score_spread":0.3539628731618871,"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."}}