{"id":"W4310943831","doi":"10.2196/39271","title":"Using Wearable Inertial Sensors to Assess Mobility of Patients With Hematologic Cancer and Associations With Chemotherapy-Related Symptoms Before Autologous Hematopoietic Stem Cell Transplant: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Knight Cancer Institute, Oregon Health and Science University; National Institutes of Health; Small Business Innovation Research","keywords":"Medicine; Sagittal plane; Coronal plane; Breast cancer; Physical therapy; STRIDE; Physical medicine and rehabilitation; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001749691,0.0002818865,0.0006153056,0.000146427,0.0004276228,0.00002049879,0.00007962293,0.00008743258,0.0002966922],"category_scores_gemma":[0.000004250747,0.00021889,0.00006523396,0.0006447598,0.000166299,0.00009003693,0.00005914023,0.0003708895,7.74392e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009824843,"about_ca_system_score_gemma":0.000317406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008106362,"about_ca_topic_score_gemma":0.0003611677,"domain_scores_codex":[0.9978396,0.00009560364,0.0004629596,0.0005322599,0.0007077611,0.000361841],"domain_scores_gemma":[0.9989324,0.00006432895,0.000319261,0.0001942823,0.000377943,0.0001117719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001804106,0.001449857,0.9824381,0.0001756471,0.0007217995,0.00001478267,0.006335217,0.006708878,0.0001920564,0.00000258468,0.00001879294,0.0001381805],"study_design_scores_gemma":[0.0074351,0.002352049,0.9875041,0.0001442558,0.0003397806,0.00002420183,0.001115164,0.0003383927,0.000484649,0.000004071174,0.00001946343,0.0002387361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995672,0.0001916164,0.0000168177,0.0001415391,0.0001615737,0.003092692,0.000580613,0.00008077926,0.00006232446],"genre_scores_gemma":[0.9981168,0.00001169192,0.00002893963,0.0001275792,0.00002676949,0.001345076,0.00002297542,0.00004593719,0.0002742468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006370485,"threshold_uncertainty_score":0.8926075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402816539585372,"score_gpt":0.316525710713154,"score_spread":0.2924975453173003,"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."}}