{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002392827,0.001581489,0.002865187,0.0006537333,0.0008774658,0.001481605,0.001102074,0.002854017,0.01497129],"category_scores_gemma":[0.004779516,0.0007083103,0.003016218,0.0006771197,0.00115721,0.001512788,0.000797058,0.002879393,0.001142311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009311878,"about_ca_system_score_gemma":0.001681315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00205729,"about_ca_topic_score_gemma":0.003981673,"domain_scores_codex":[0.9986953,0.0006609365,0.0001454049,0.0002056531,0.0001112393,0.0001815486],"domain_scores_gemma":[0.998298,0.0007070554,0.0003708468,0.0001094649,0.0001807384,0.0003339674],"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":[0.9410538,0.02589272,0.0006948732,0.005044325,0.002341695,0.00009321172,0.0001340339,0.0001451821,0.0007960107,0.0001301461,0.0015231,0.02215094],"study_design_scores_gemma":[0.9407739,0.05628801,0.001146588,0.0001784,0.0006650643,0.00001542101,0.00005284091,0.0001408711,0.00009458069,0.00007313915,0.0005607273,0.00001045476],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764089,0.01146879,0.001555507,0.002330441,0.002447088,0.09759779,0.00314133,0.0004334016,0.004616813],"genre_scores_gemma":[0.8402045,0.006049659,0.005564243,0.002806657,0.001178223,0.1385399,0.0009543407,0.00003163159,0.00467081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497129,"threshold_uncertainty_score":0.05008394,"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."}}