{"id":"W2947688462","doi":"10.2196/12542","title":"Development and Testing of a Mobile App for Pain Management Among Cancer Patients Discharged From Hospital Treatment: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fujian Provincial Health Commission; National Natural Science Foundation of China","keywords":"Medicine; Randomized controlled trial; Pain management; Cancer pain; Incidence (geometry); Physical therapy; Mobile phone; Mobile apps; Cancer; Surgery; Internal medicine","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":[0.001358553,0.0002374553,0.001472034,0.00013586,0.0001263778,0.00001717157,0.0000453279,0.00006864463,0.00002091656],"category_scores_gemma":[0.0001187743,0.0001611142,0.0001145676,0.00009927589,0.00005503905,0.0000549276,0.00003163017,0.00007120625,0.000001517097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265099,"about_ca_system_score_gemma":0.0001549883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002762671,"about_ca_topic_score_gemma":0.00002660904,"domain_scores_codex":[0.9979894,0.0001835255,0.0008201993,0.0003882126,0.000228819,0.0003898455],"domain_scores_gemma":[0.9982622,0.0007438423,0.0004999366,0.0001602756,0.0000680421,0.0002657394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7163536,0.001186754,0.2050836,0.002886105,0.0005615512,0.000001692451,0.003437652,0.000001489354,0.000005459952,0.0001224938,0.0002235327,0.07013606],"study_design_scores_gemma":[0.9119173,0.002031177,0.08160523,0.000301403,0.0004780131,2.21645e-8,0.0004528011,0.001655989,0.00001085776,0.00004673037,0.001350738,0.000149773],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720034,0.0009281465,0.00008740758,0.0001696253,0.0002548925,0.02624419,0.00002471995,0.00003970289,0.0002479335],"genre_scores_gemma":[0.9862292,0.0007734362,0.003713325,0.0002808566,0.000129206,0.007904946,0.0001306628,0.0000246959,0.000813716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1955637,"threshold_uncertainty_score":0.6570045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027386328699055,"score_gpt":0.3165974730699089,"score_spread":0.2963236097829183,"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."}}