{"id":"W2789081921","doi":"10.2196/resprot.8119","title":"Clinical Feasibility of Continuously Monitored Data for Heart Rate, Physical Activity, and Sleeping by Wearable Activity Trackers in Patients with Thyrotoxicosis: Protocol for a Prospective Longitudinal Observational Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Activity tracker; Clinical trial; Thyroid function tests; Propylthiouracil; Pediatrics; Physical therapy; Internal medicine; Thyroid; Physical activity","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":[0.002290309,0.0002478847,0.0007423229,0.0001112715,0.0002375939,0.00006853599,0.0002574369,0.0001148127,0.000004219819],"category_scores_gemma":[0.0007468063,0.0001845613,0.00008005393,0.0003962023,0.0005537415,0.000565442,0.0002530346,0.0004106601,0.000001251535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646623,"about_ca_system_score_gemma":0.0004462688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001077988,"about_ca_topic_score_gemma":0.00009600127,"domain_scores_codex":[0.9967194,0.000524794,0.0003910515,0.001062292,0.0007418718,0.0005606244],"domain_scores_gemma":[0.9969957,0.0006857933,0.0002092379,0.0008390471,0.00108111,0.0001890587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06185702,0.04487013,0.8883204,0.0004754722,0.000141634,0.000001116254,0.0001443852,1.245333e-7,0.0008885006,0.000005316147,0.00128116,0.002014698],"study_design_scores_gemma":[0.0523337,0.03984574,0.9044489,0.0007019258,0.00001648152,3.576309e-7,0.00008401355,0.0003839345,0.001589846,0.0001326909,0.0003142586,0.0001481332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4953198,2.142549e-7,0.00003595155,0.00007660651,0.000001657521,0.5043942,0.0001498908,0.0000127183,0.000008981907],"genre_scores_gemma":[0.4708757,1.65242e-8,0.0003417752,0.000003770093,0.00005032768,0.5286635,0.00001649976,0.00002085804,0.00002751209],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02444405,"threshold_uncertainty_score":0.7526191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.481281540198184,"score_gpt":0.6037883826801299,"score_spread":0.1225068424819459,"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."}}