{"id":"W1974042831","doi":"10.2196/resprot.3407","title":"Development and Evaluation of an Educational E-Tool to Help Patients With Non-Hodgkin's Lymphoma Manage Their Personal Care Pathway","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Radboud Universitair Medisch Centrum; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; ZonMw","keywords":"CLARITY; Medicine; Health care; Medical education; Multidisciplinary approach; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01356691,0.0008207873,0.0006842982,0.0009657716,0.0005582801,0.001536365,0.001277818,0.001070722,0.003005511],"category_scores_gemma":[0.02352409,0.0003240498,0.001135816,0.0005421664,0.0005173738,0.001286997,0.001548782,0.0007637223,0.0005330647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005756,"about_ca_system_score_gemma":0.002682614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006669165,"about_ca_topic_score_gemma":0.0008719728,"domain_scores_codex":[0.9917873,0.005759489,0.0007732691,0.0003228654,0.0008835732,0.0004735806],"domain_scores_gemma":[0.9837871,0.01165641,0.0006653262,0.0004408531,0.002349145,0.001101115],"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":[0.00600713,0.04160008,0.08075068,0.005001337,0.0003539174,0.001248468,0.01241466,0.003772593,0.01173858,0.0008370976,0.007802377,0.8284732],"study_design_scores_gemma":[0.02230841,0.1915873,0.510391,0.007569659,0.003791634,0.004759856,0.03591261,0.05520813,0.06368598,0.00234761,0.1015458,0.0008919505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9691171,0.0003411838,0.01273428,0.0006508705,0.0001292673,0.01227532,0.0005632677,0.0006304664,0.003558113],"genre_scores_gemma":[0.797212,0.0006221059,0.183733,0.0006953601,0.00004853278,0.01384073,0.001502784,0.00009594226,0.002249459],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01356691,"threshold_uncertainty_score":0.07174957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3106955323654444,"score_gpt":0.6044634014316073,"score_spread":0.2937678690661629,"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."}}