{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003166291,0.0004880986,0.005209778,0.0003347457,0.00009115718,0.00001190381,0.0002232679,0.0002170564,0.00003234696],"category_scores_gemma":[0.00008665004,0.0003487276,0.0004684762,0.0004359078,0.00003467366,0.0000371885,0.00007371411,0.0002755374,0.00002422045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971157,"about_ca_system_score_gemma":0.0004186247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002393073,"about_ca_topic_score_gemma":0.000006085184,"domain_scores_codex":[0.996276,0.0003719429,0.001795188,0.0005878524,0.0003595844,0.0006094812],"domain_scores_gemma":[0.9969056,0.0004230512,0.001422564,0.0007938014,0.00009954262,0.0003554117],"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":[0.00001097499,0.00005504956,0.000008544335,0.6533988,0.0001597208,8.381154e-7,0.00002503894,1.184054e-7,5.186753e-10,0.0005163296,0.005920053,0.3399046],"study_design_scores_gemma":[0.000357275,0.0002370412,0.0000212418,0.5391136,0.007508999,0.000001458881,0.00002388968,0.00001131673,3.565637e-9,0.000007835464,0.4525677,0.0001496116],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004279581,0.9673597,0.00003905089,0.000202792,0.0001998276,0.0315837,0.0001468302,0.00004898109,0.0004148039],"genre_scores_gemma":[0.000002867595,0.9832138,0.0002830471,0.002794279,0.0001450458,0.01001128,0.0003390364,0.00008098083,0.00312966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4466477,"threshold_uncertainty_score":0.9998965,"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."}}