{"id":"W2995833798","doi":"10.2196/17055","title":"Benefits of Mobile Apps for Cancer Pain Management: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; PsycINFO; MEDLINE; Randomized controlled trial; Meta-analysis; Physical therapy; Subgroup analysis; Cancer pain; Psychological intervention; Cancer; Prospective cohort study; Internal medicine; Psychiatry","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":[0.004922125,0.001519068,0.007042013,0.00661875,0.0005160381,0.001899645,0.001424221,0.001433715,0.005029698],"category_scores_gemma":[0.02486719,0.0008376864,0.009958754,0.005811504,0.0006194285,0.001606334,0.00120181,0.00112504,0.0002463618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942632,"about_ca_system_score_gemma":0.004377672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004087746,"about_ca_topic_score_gemma":0.01190106,"domain_scores_codex":[0.9960576,0.001481851,0.0012153,0.0002829578,0.000837889,0.0001243537],"domain_scores_gemma":[0.9833041,0.0127899,0.002686084,0.0001594429,0.0009040329,0.0001564118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004440141,0.0000359078,0.0005662108,0.9361936,0.01787888,0.0000632802,0.0001005446,0.0001096558,0.00010487,0.0001099052,0.0008091794,0.04358371],"study_design_scores_gemma":[0.001074673,0.0005614067,0.005954696,0.750146,0.22695,0.0003616115,0.0002082155,0.0002352736,0.0002539405,0.0003203925,0.01388261,0.00005103739],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001510169,0.9973937,0.0001093046,0.0001435602,0.00006607947,0.0003025764,0.0002394554,0.000009367808,0.0002257999],"genre_scores_gemma":[0.0228935,0.9752675,0.0005779772,0.0003385263,0.00008866362,0.0005764746,0.0001482412,0.000005497718,0.0001036788],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007042013,"threshold_uncertainty_score":0.02603096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09709373589649412,"score_gpt":0.4318747309840956,"score_spread":0.3347809950876015,"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."}}