{"id":"W3035902725","doi":"10.1007/s11136-020-02555-w","title":"Development and usability of a feedback tool, “My Personal Brain Health Dashboard”, to improve setting of self-management goals among people living with HIV in Canada","year":2020,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research","keywords":"Dashboard; Usability; Self-management; Quality of life (healthcare); Interpretability; Medicine; Applied psychology; Psychology; Medical education; Nursing; Computer science; Data science; Human–computer interaction; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01286024,0.0008528669,0.0005911187,0.001216637,0.001996405,0.001793696,0.001761641,0.0005268285,0.002054258],"category_scores_gemma":[0.02839194,0.0003452177,0.0007343398,0.001160454,0.0007660249,0.0008509727,0.001386593,0.0007466549,0.0002496244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01061452,"about_ca_system_score_gemma":0.03420058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5934368,"about_ca_topic_score_gemma":0.7278021,"domain_scores_codex":[0.9944506,0.002302635,0.0005178627,0.0003377436,0.001750574,0.00064061],"domain_scores_gemma":[0.9869284,0.00447522,0.0006600424,0.0004381437,0.005722763,0.00177547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001591391,0.004103322,0.1276668,0.002580923,0.0001733896,0.0009078651,0.03711398,0.004089945,0.007417794,0.0004450871,0.01995189,0.7939575],"study_design_scores_gemma":[0.002105855,0.01443865,0.7415355,0.003969899,0.0007201114,0.0006031213,0.0799832,0.0402544,0.02020689,0.0009663212,0.09443144,0.000784672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675688,0.0003837681,0.0106473,0.001848494,0.000142101,0.009059502,0.00240707,0.001253003,0.006690032],"genre_scores_gemma":[0.8452656,0.0008393336,0.141555,0.00049161,0.0000287299,0.005665734,0.002445438,0.0001326853,0.003575956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4065632,"threshold_uncertainty_score":0.8179151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07267529940262017,"score_gpt":0.3905560742019668,"score_spread":0.3178807747993466,"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."}}