{"id":"W4402155803","doi":"10.2196/65277","title":"Evaluating the Sensitivity of Wearable Devices in Posttranscatheter Aortic Valve Implantation Functional Assessment","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Aortic valve; Medicine; Wearable technology; Sensitivity (control systems); Computer science; Cardiology; Engineering; Embedded system","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":[0.003141048,0.0007325403,0.0005552542,0.001019027,0.0002428477,0.001595889,0.0004628716,0.001245784,0.001512133],"category_scores_gemma":[0.01679399,0.0002464294,0.001121928,0.0006536345,0.0003334704,0.0008612662,0.0008250358,0.0008200321,0.0005799872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002728592,"about_ca_system_score_gemma":0.0002399722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114235,"about_ca_topic_score_gemma":0.002262589,"domain_scores_codex":[0.9972857,0.001001768,0.0004139389,0.0003873133,0.0006805616,0.0002306159],"domain_scores_gemma":[0.9903635,0.005594289,0.002105087,0.0003380814,0.001226387,0.0003725686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002079343,0.0003259561,0.9538325,0.000312237,0.0006995761,0.0001494087,0.0003935767,0.0005435827,0.001892435,0.0001349106,0.0005455669,0.03909088],"study_design_scores_gemma":[0.00004696102,0.00350609,0.9876745,0.0002568856,0.0005742803,0.0006787833,0.0006963238,0.002681896,0.002017554,0.0002810045,0.001538496,0.00004720105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869556,0.004317088,0.001382652,0.0003484323,0.0002161397,0.00006401989,0.000685523,0.00003124225,0.005999358],"genre_scores_gemma":[0.9968227,0.0008554219,0.001058289,0.0002285371,0.0001106951,0.00004410525,0.0002880792,0.000005820053,0.000586258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003141048,"threshold_uncertainty_score":0.01661164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08043998364830442,"score_gpt":0.4827271495289324,"score_spread":0.402287165880628,"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."}}