{"id":"W4399871970","doi":"10.2196/51210","title":"Heart Rate Monitoring Among Breast Cancer Survivors: Quantitative Study of Device Agreement in a Community-Based Exercise Program","year":2024,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Physical therapy; Heart rate; Aerobic exercise; Exercise prescription; Breast cancer; Heart rate monitor; Randomized controlled trial; Physical medicine and rehabilitation; Cancer; Blood pressure; Internal medicine","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":[0.0005784123,0.0002598274,0.0005457094,0.0002847886,0.00008300302,0.00005268791,0.0001526539,0.00008517192,0.0001674352],"category_scores_gemma":[0.000007613987,0.0002299272,0.0001217997,0.001134182,0.00009544448,0.0001476707,0.00006578095,0.00063273,0.000006938413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004807287,"about_ca_system_score_gemma":0.0003843039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2515622,"about_ca_topic_score_gemma":0.3212166,"domain_scores_codex":[0.9981187,0.0003270404,0.000427225,0.0003408678,0.0004332387,0.0003529362],"domain_scores_gemma":[0.9989403,0.0001499044,0.00008568264,0.000437075,0.0002540892,0.0001329186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000889475,0.001785923,0.9402765,0.002453303,0.0001729929,0.00005511849,0.02908245,0.0004259653,0.0007274703,0.000005076804,0.0002044527,0.02392128],"study_design_scores_gemma":[0.001809999,0.000874579,0.9574768,0.007326111,0.0002020714,0.000001616266,0.02760583,0.0007800939,0.001213216,0.000005329675,0.002423969,0.0002803893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918135,0.003869955,0.000004208733,0.0005013039,0.0008923565,0.002542153,0.00009889998,0.0001303428,0.0001472651],"genre_scores_gemma":[0.9940237,0.0001733191,0.0000411909,0.00009420997,0.0001550916,0.005251032,0.00001438268,0.00005043197,0.0001965772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0696544,"threshold_uncertainty_score":0.9376159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05324788417466215,"score_gpt":0.4002658545504432,"score_spread":0.3470179703757811,"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."}}