{"id":"W4245930179","doi":"10.2196/preprints.17363","title":"Learning Integrated Health System to Mobilize Context-Adapted Knowledge With a Wiki Platform to Improve the Transitions of Frail Seniors From Hospitals and Emergency Departments to the Community (LEARNING WISDOM): Protocol for a Mixed-Methods Implementation Study (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Schwartz/Reisman Emergency Medicine Institute; Mount Sinai Hospital; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut National d'Excellence en Santé et en Services Sociaux; Université Laval; Université de Montréal; University of Toronto; Université de Sherbrooke; Canadian Respiratory Research Network; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Sante Montreal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Hôpital du Saint-Sacrement; Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"","keywords":"Context (archaeology); Emergency department; Suite; Health care; Intervention (counseling); Nursing; Medicine; Psychology; Medical education; 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":[0.03505401,0.002906886,0.003619857,0.002426821,0.004903723,0.003445503,0.003702469,0.00515004,0.04964382],"category_scores_gemma":[0.03958026,0.00237245,0.004660785,0.002193765,0.003018024,0.003135839,0.003678685,0.005540199,0.00694635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007046936,"about_ca_system_score_gemma":0.03380381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006545616,"about_ca_topic_score_gemma":0.007591637,"domain_scores_codex":[0.9800775,0.01079198,0.003481398,0.001713896,0.002048724,0.001886484],"domain_scores_gemma":[0.9811178,0.005657933,0.002288657,0.002939905,0.006028722,0.00196703],"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":[0.1764674,0.1179997,0.006281237,0.1094931,0.002474782,0.001346759,0.02182355,0.007732419,0.006310899,0.01758325,0.06562696,0.4668599],"study_design_scores_gemma":[0.5259434,0.1062757,0.02296651,0.04549949,0.002618831,0.0002438856,0.01233578,0.004076988,0.01257707,0.01396491,0.2527218,0.0007757664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003280905,0.00007374839,0.001458169,0.0001324366,0.00009528152,0.9933381,0.0008259577,0.00003946804,0.0007559144],"genre_scores_gemma":[0.001053171,0.0000328919,0.002050934,0.00005286172,0.000005258856,0.9965848,0.00006146405,0.00000181975,0.000156799],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04964382,"threshold_uncertainty_score":0.1853856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04460500670339856,"score_gpt":0.4268572625400421,"score_spread":0.3822522558366436,"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."}}