{"id":"W2965995655","doi":"10.20381/ruor-23546","title":"Development of A Patient-Centered Symptom Management Mobile Application","year":2019,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001480072,0.0007150563,0.0005906893,0.0006891221,0.0003739084,0.001036622,0.00157288,0.001080651,0.01268064],"category_scores_gemma":[0.004077908,0.0004094806,0.0007323714,0.0002598691,0.0002068632,0.001196995,0.001239068,0.001361606,0.004683647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291802,"about_ca_system_score_gemma":0.001118049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006198026,"about_ca_topic_score_gemma":0.0005493459,"domain_scores_codex":[0.9989925,0.0002041259,0.0001471812,0.0001857843,0.0003595294,0.0001108375],"domain_scores_gemma":[0.9983636,0.0006200431,0.00009121481,0.0001262751,0.000527253,0.0002717034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001872232,0.002133622,0.009173826,0.002792438,0.000227055,0.002385835,0.002334896,0.003434535,0.08371104,0.00562193,0.09690178,0.7894107],"study_design_scores_gemma":[0.002336756,0.005463464,0.02932187,0.001280627,0.0005633851,0.005250634,0.001092191,0.09636734,0.09035787,0.006435996,0.7608712,0.0006587281],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1099245,0.001506163,0.7327139,0.003256869,0.001143515,0.01586764,0.006012078,0.08975426,0.03982119],"genre_scores_gemma":[0.2276844,0.001210648,0.7149227,0.002888694,0.000280959,0.007950181,0.007956909,0.002761123,0.03434442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01268064,"threshold_uncertainty_score":0.04242098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05608945301290261,"score_gpt":0.4273383513458133,"score_spread":0.3712488983329107,"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."}}