{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005029342,0.001701094,0.004625793,0.0008170732,0.001030178,0.001680219,0.001409594,0.003946736,0.009795487],"category_scores_gemma":[0.008193461,0.0009291782,0.003024455,0.0008491781,0.001800688,0.00147613,0.0007674858,0.00283537,0.001076215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009868128,"about_ca_system_score_gemma":0.002451112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343155,"about_ca_topic_score_gemma":0.00251073,"domain_scores_codex":[0.9959941,0.002302677,0.0005152696,0.0004784666,0.0003912198,0.0003182831],"domain_scores_gemma":[0.9965978,0.001433844,0.0008273805,0.0002522663,0.0003757979,0.0005129355],"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":[0.9564343,0.02045217,0.00051398,0.003972893,0.00180894,0.00005641181,0.00009590756,0.0001060414,0.0009149635,0.00009311544,0.0005188744,0.01503232],"study_design_scores_gemma":[0.9309177,0.06714122,0.0006415984,0.0001287329,0.0005682976,0.000009148472,0.00002680232,0.0001240143,0.0001102388,0.00004374046,0.0002799458,0.000008608959],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8563134,0.01344432,0.002589792,0.001498512,0.002740904,0.1180355,0.001594875,0.0003502348,0.003432504],"genre_scores_gemma":[0.8363262,0.007832774,0.008398477,0.002207188,0.001600936,0.13954,0.0007926382,0.00003791581,0.003263788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009795487,"threshold_uncertainty_score":0.03276914,"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."}}