{"id":"W2565164908","doi":"10.2196/iproc.6166","title":"Preliminary Analysis of Worldwide Usage Patterns in a Mobile Palliative Care Reference App","year":2016,"lang":"en","type":"article","venue":"Iproceedings","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Mobile apps; Android (operating system); World Wide Web; Mobile device; Computer science; Point of care; Resource (disambiguation); Internet privacy; Nursing; Medicine; Operating system; Computer network","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":[0.00130585,0.0004957856,0.0005129133,0.005498938,0.0003641854,0.001553305,0.0004674666,0.0005664895,0.001513456],"category_scores_gemma":[0.008021872,0.0001741997,0.0005660664,0.005189802,0.000260146,0.00189059,0.001285072,0.0004632485,0.001958305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218708,"about_ca_system_score_gemma":0.000228415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004963557,"about_ca_topic_score_gemma":0.008472947,"domain_scores_codex":[0.9983107,0.0003682485,0.0002832994,0.0004622418,0.0003885568,0.0001868508],"domain_scores_gemma":[0.9918155,0.00356436,0.001425069,0.0006049743,0.002165848,0.000424267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006172523,0.0001960277,0.9081541,0.0009555565,0.0002058895,0.0006378826,0.003651685,0.0006325723,0.00298864,0.0003972972,0.0194214,0.0621417],"study_design_scores_gemma":[0.00001126851,0.0001606049,0.9759814,0.0001403622,0.00007335027,0.0009903335,0.003589753,0.004618051,0.001295742,0.0001901368,0.01289913,0.00004982243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544447,0.001057419,0.001017097,0.0002351502,0.00003359201,0.00009199844,0.04014652,0.0003886759,0.002584868],"genre_scores_gemma":[0.9134486,0.0007920175,0.00285307,0.0001734601,0.00006276165,0.0002136614,0.08029379,0.00017645,0.001986215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005498938,"threshold_uncertainty_score":0.009869337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.085975111236767,"score_gpt":0.3909991194978102,"score_spread":0.3050240082610433,"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."}}