{"id":"W4383302199","doi":"10.2196/44533","title":"A Mobile App to Support Self-Management in Patients with Multiple Myeloma or Chronic Lymphocytic Leukemia: Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Randomized controlled trial; Chronic lymphocytic leukemia; Physical therapy; Cancer; Checklist; Anxiety; Distress; Internal medicine; Leukemia; Psychiatry; Clinical psychology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004349024,0.0003007594,0.001471231,0.0003415796,0.00005357249,0.00002799391,0.000138628,0.00008343005,0.0006335631],"category_scores_gemma":[0.00004945008,0.0001929798,0.0002222691,0.000909423,0.0000458438,0.00006491393,0.00007992882,0.0001502543,0.0001503283],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006814789,"about_ca_system_score_gemma":0.002227718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001026756,"about_ca_topic_score_gemma":0.005729125,"domain_scores_codex":[0.9976488,0.0001126475,0.0005788873,0.0004946391,0.0006282197,0.0005368107],"domain_scores_gemma":[0.998935,0.0001991724,0.0001433584,0.0004012064,0.0001143485,0.0002068492],"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":[0.986214,0.0001653469,0.001453011,0.0002670419,0.0005447273,0.00009377258,0.001415851,0.0005705625,0.00000708058,0.000006808258,0.003908217,0.005353609],"study_design_scores_gemma":[0.9750067,0.004599444,0.002707111,0.0002340636,0.000352171,9.773438e-7,0.0002115473,0.0009421493,0.00002375714,0.000003128076,0.01565576,0.0002632222],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718703,0.0001519458,0.00001859336,0.00006304754,0.00100376,0.0248562,0.00003006211,0.0003400867,0.001665993],"genre_scores_gemma":[0.9360815,0.0001990392,0.00003814576,0.000573328,0.0003757987,0.05315422,0.00006463514,0.00006217359,0.009451167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03578881,"threshold_uncertainty_score":0.9969979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082907162431807,"score_gpt":0.2851781314314094,"score_spread":0.2743490598070913,"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."}}