{"id":"W4296788726","doi":"10.2196/35851","title":"Smartphone Apps for Patients With Hematologic Malignancies: Systematic Review and Evaluation of Content","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; App store; Android (operating system); mHealth; Smartphone application; World Wide Web; Multimedia; Computer science; Nursing; Psychological intervention","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":[0.005906181,0.001213595,0.005383368,0.0127792,0.0006485027,0.002188482,0.001857287,0.001152281,0.004503011],"category_scores_gemma":[0.0371297,0.0007495757,0.005767151,0.0106304,0.0007877366,0.002526419,0.001866355,0.0009106403,0.0003674031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00270004,"about_ca_system_score_gemma":0.00924306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007204861,"about_ca_topic_score_gemma":0.02198794,"domain_scores_codex":[0.9940451,0.001859588,0.002376385,0.0003749875,0.001164909,0.0001790771],"domain_scores_gemma":[0.9711647,0.02104764,0.004811854,0.0002998398,0.002386507,0.0002894968],"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":[0.0001271138,0.00001441552,0.000854173,0.9585463,0.003160358,0.00008349823,0.0003041899,0.00004979516,0.0001133166,0.0001370155,0.001315225,0.03529455],"study_design_scores_gemma":[0.0001581954,0.0001775831,0.00432689,0.9417087,0.03452856,0.0003946626,0.0004287401,0.00008932411,0.0001379418,0.0002302861,0.01778965,0.00002939756],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002920498,0.9932568,0.0003125968,0.0003785967,0.0001221072,0.0009034463,0.001406926,0.00002197821,0.0006770177],"genre_scores_gemma":[0.019699,0.97679,0.001023285,0.0005746714,0.00007853249,0.001102463,0.0005434593,0.00001010755,0.0001785038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0127792,"threshold_uncertainty_score":0.03123522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2853776667575693,"score_gpt":0.5088427793568718,"score_spread":0.2234651125993025,"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."}}