{"id":"W2090526322","doi":"10.2337/diacare.28.1.225-a","title":"Evaluation of the Portable HealthWear Armband","year":2005,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Diabetes mellitus; MEDLINE; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00125735,0.0003450641,0.0009738511,0.000146461,0.00009639899,0.00002422567,0.00026813,0.0006864959,0.0003228847],"category_scores_gemma":[0.0003088678,0.0002480649,0.0009344564,0.0002613394,0.0001295245,0.00005802596,0.00006893249,0.001207427,0.00009708681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003376532,"about_ca_system_score_gemma":0.0008015402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005012812,"about_ca_topic_score_gemma":0.0001516966,"domain_scores_codex":[0.9955457,0.0004161821,0.0004634397,0.00046351,0.002560426,0.0005507004],"domain_scores_gemma":[0.9970316,0.00005641659,0.0003078415,0.001417441,0.001104966,0.00008175322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003895881,0.00002995257,0.009510096,0.001640105,0.0008443542,0.000007679098,0.0004467344,0.00004867151,0.0000347697,7.371027e-7,0.6616417,0.3257913],"study_design_scores_gemma":[0.001363372,0.0001123792,0.03546211,0.0008768066,0.004039882,0.000003113625,0.0001742607,0.00006451959,0.00401374,0.00004569981,0.9535677,0.0002763458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.567944,0.1194686,0.000002295466,0.2676625,0.003302902,0.007369803,0.001022583,0.0002031974,0.03302415],"genre_scores_gemma":[0.4738686,0.0003738895,0.0002105734,0.5031896,0.01630781,0.0005768223,0.002882117,0.000296393,0.002294184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.325515,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278807967137494,"score_gpt":0.2658369448708061,"score_spread":0.2430488651994312,"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."}}