{"id":"W4383428751","doi":"10.2196/preprints.44533","title":"A Mobile App to Support Self-Management in Patients with Multiple Myeloma or Chronic Lymphocytic Leukemia: Pilot Randomized Controlled Trial (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Chronic lymphocytic leukemia; Checklist; Cancer; Physical therapy; Anxiety; Internal medicine; Leukemia; Psychiatry; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001805354,0.00130355,0.002110679,0.0004846693,0.0006953772,0.001374179,0.0008359748,0.002518707,0.01767083],"category_scores_gemma":[0.004155905,0.0005518461,0.002770742,0.0004583831,0.0007653546,0.001396044,0.0006757138,0.002606365,0.001273056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007688046,"about_ca_system_score_gemma":0.001460006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879648,"about_ca_topic_score_gemma":0.003494955,"domain_scores_codex":[0.9991164,0.0004327956,0.0001034773,0.00014284,0.00006966232,0.0001348063],"domain_scores_gemma":[0.9987826,0.0005140151,0.0002616664,0.00007755385,0.0001263228,0.0002378282],"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":[0.9268666,0.0221575,0.0008556391,0.006253885,0.002337435,0.00008936005,0.0001561262,0.0001790069,0.001010296,0.0001809646,0.003095227,0.03681793],"study_design_scores_gemma":[0.9390111,0.05662758,0.001826108,0.0002419948,0.0008202439,0.00001643784,0.00007065081,0.0001531184,0.000151481,0.00008968738,0.0009785553,0.00001300709],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075342,0.008883891,0.001237664,0.002360731,0.002637131,0.06725103,0.003882509,0.0005016006,0.005711317],"genre_scores_gemma":[0.8559299,0.005499267,0.005836048,0.003098508,0.001438529,0.1203833,0.00141175,0.00004065249,0.006362101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01767083,"threshold_uncertainty_score":0.05911487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017245107867853,"score_gpt":0.2608500985812153,"score_spread":0.2506776475025367,"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."}}