{"id":"W2526203192","doi":"10.1016/j.cjca.2016.07.194","title":"ASSESSMENT, ASSURANCE, AND ACTUATION: THE USE OF ACTIVITY TRACKERS TO MONITOR PHYSICAL ACTIVITY IN A PEDIATRIC POPULATION WITH CONGENITAL HEART DISEASE","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Activity tracker; Physical activity; Population; Heart disease; Physical therapy; BitTorrent tracker; Disease; Physical medicine and rehabilitation; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004579102,0.0004007509,0.0005372354,0.0006959251,0.0007672423,0.001069897,0.0005232767,0.0009210856,0.0004348806],"category_scores_gemma":[0.02376459,0.0003171083,0.0006520231,0.0009065623,0.0004655347,0.001176977,0.001152862,0.001347222,0.000101972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008795795,"about_ca_system_score_gemma":0.001798016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122828,"about_ca_topic_score_gemma":0.02238165,"domain_scores_codex":[0.9962292,0.001775343,0.0003707559,0.0002655174,0.001003434,0.0003557196],"domain_scores_gemma":[0.9927871,0.003087756,0.002213353,0.0003068609,0.001103324,0.00050159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006759356,0.0001663451,0.9897991,0.00002132719,0.00003043237,0.00006429206,0.0009234123,0.00005151342,0.0000985721,0.00003047213,0.0001217219,0.008625197],"study_design_scores_gemma":[0.00001317333,0.000815123,0.9948655,0.00003568253,0.00006251744,0.0004120783,0.002336469,0.0008233428,0.0002079503,0.00003994189,0.0003770401,0.00001113223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982626,0.0002620509,0.0002636075,0.0002544591,0.00001542455,0.00004024618,0.00007887903,0.000005857061,0.0008168431],"genre_scores_gemma":[0.9984603,0.0003113522,0.0009191349,0.0000814388,0.00001262137,0.00003605539,0.00007323221,0.000002551438,0.0001034345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0122828,"threshold_uncertainty_score":0.02442259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711080211962693,"score_gpt":0.2941976940600229,"score_spread":0.267086891940396,"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."}}