{"id":"W3093996604","doi":"10.1007/s40271-020-00465-0","title":"High Users of Healthcare Services: Development and Alpha Testing of a Patient Decision Aid for Case Management","year":2020,"lang":"en","type":"article","venue":"Patient","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université du Québec à Chicoutimi; Université de Sherbrooke; Université du Québec à Montréal; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; The Quebec Population Health Research Network; Université Laval","funders":"","keywords":"Decision aids; Health care; Readability; Focus group; Patient satisfaction; Medicine; Medical education; Knowledge management; Nursing; Psychology; Computer science; Business; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008983837,0.0006865417,0.0003748912,0.001898447,0.0007155713,0.001806575,0.001207127,0.000754547,0.006464078],"category_scores_gemma":[0.03118486,0.0003453976,0.0004147303,0.0007642508,0.0004273735,0.001400364,0.001187415,0.000841525,0.001783705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009976394,"about_ca_system_score_gemma":0.002917832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347649,"about_ca_topic_score_gemma":0.003009782,"domain_scores_codex":[0.9945913,0.003218071,0.0006180517,0.0002694117,0.001053861,0.0002492749],"domain_scores_gemma":[0.9771221,0.01411499,0.001229114,0.001033182,0.005226891,0.001273681],"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":[0.002124221,0.004149876,0.3233711,0.0004284891,0.00007904346,0.002375011,0.006032017,0.001996781,0.009770832,0.0017513,0.02800419,0.6199172],"study_design_scores_gemma":[0.001893289,0.01624616,0.5079053,0.002195857,0.000880239,0.01618568,0.02386799,0.1465572,0.1135492,0.007322901,0.1629583,0.0004380252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8617112,0.0007306432,0.08124536,0.006443702,0.0004916599,0.007566072,0.001881223,0.004513422,0.03541668],"genre_scores_gemma":[0.7138802,0.0004484657,0.2727453,0.0009863544,0.0001204577,0.002185657,0.001231226,0.0002737154,0.008128596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008983837,"threshold_uncertainty_score":0.04751164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2091563107128783,"score_gpt":0.3910917976947662,"score_spread":0.1819354869818879,"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."}}