{"id":"W3038470642","doi":"10.1200/jgo.19.00191","title":"Innovative Use of mHealth and Clinical Technology for Oncology Clinical Trials in Africa","year":2020,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Cancer Institute","keywords":"mHealth; Context (archaeology); Clinical trial; Mobile technology; Medicine; Referral; Health technology; Health care; Internet privacy; Business; Computer science; Mobile device; Psychological intervention; Economic growth; Family medicine; Nursing; Pathology; Geography; World Wide Web; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01957973,0.0002421526,0.003156712,0.0002009537,0.000265244,0.000002979815,0.0003176188,0.002363926,0.00007370846],"category_scores_gemma":[0.05184332,0.0002143837,0.0001840757,0.001717867,0.0006734764,0.00008259527,0.0003076887,0.001834172,0.00006456549],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006992255,"about_ca_system_score_gemma":0.008543173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002172403,"about_ca_topic_score_gemma":0.001215794,"domain_scores_codex":[0.9821078,0.008214324,0.00753655,0.0008600695,0.0001499869,0.001131273],"domain_scores_gemma":[0.9645286,0.02976292,0.003422912,0.0004410913,0.0008775221,0.0009669643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003492859,0.0008700863,0.3949475,0.0004763637,0.0000607706,0.000009596094,0.0003279948,0.000001465503,0.00001096088,0.1084028,0.09197946,0.3994201],"study_design_scores_gemma":[0.007598506,0.005986614,0.07273588,0.00005196576,0.00006903398,0.000003990134,0.0008925559,0.0003255589,9.112504e-7,0.005091217,0.9071157,0.0001280442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4961019,0.001957092,0.01272308,0.4350125,0.005029879,0.03317832,0.001705426,0.0004387065,0.0138531],"genre_scores_gemma":[0.8343711,0.008268552,0.06642798,0.07539806,0.002318864,0.01284999,0.0001395713,0.00006722427,0.0001586061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8151363,"threshold_uncertainty_score":0.9989312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6196032118264608,"score_gpt":0.673993863842958,"score_spread":0.05439065201649718,"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."}}