{"id":"W2908366030","doi":"10.2196/10187","title":"Usability, Acceptability, and Usefulness of an mHealth App for Diagnosing and Monitoring Patients With Breakthrough Cancer Pain","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Teva Pharmaceutical Industries","keywords":"mHealth; Usability; Cancer pain; Distress; Medicine; Mobile apps; Cancer; Health professionals; Health care; Breakthrough Pain; Psychiatry; Clinical psychology; Computer science; Internal medicine; World Wide Web; Human–computer interaction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004086697,0.0001438466,0.0002850343,0.00005124692,0.0001140814,0.00002325524,0.00006161177,0.00005659213,0.00005872882],"category_scores_gemma":[0.00006732806,0.0001123163,0.00002332053,0.0001350972,0.000254683,0.0002006003,0.00005937487,0.00007074986,1.592855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105067,"about_ca_system_score_gemma":0.0000708602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135987,"about_ca_topic_score_gemma":0.000810164,"domain_scores_codex":[0.9989439,0.0000556376,0.0002038069,0.0003524775,0.000196072,0.0002481181],"domain_scores_gemma":[0.999181,0.0001513882,0.0001034428,0.0002454929,0.0001930533,0.0001256464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003454627,0.0001546814,0.8831725,0.000753468,0.000033302,2.626477e-7,0.001018438,0.000001466725,0.00002733814,0.00001289014,0.0001593683,0.1143208],"study_design_scores_gemma":[0.002112493,0.0006907806,0.9930252,0.0002757049,0.00008180548,8.232686e-8,0.0002555001,0.0002387184,0.0007453202,0.00008526463,0.00236113,0.0001279477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974354,0.0003111461,0.0002267333,0.0003356495,0.0001693649,0.001409896,0.00003344513,0.00003370416,0.0000446696],"genre_scores_gemma":[0.9973897,0.0001278604,0.001096952,0.000225423,0.0004737448,0.0006092288,0.000007626959,0.00002482816,0.00004468293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1141928,"threshold_uncertainty_score":0.4580124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319600662657813,"score_gpt":0.3555681120890483,"score_spread":0.323608045823267,"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."}}