{"id":"W3194188986","doi":"10.2196/30916","title":"The Accuracy of Tidal Volume Measured With a Smart Shirt During Tasks of Daily Living in Healthy Subjects: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spirometer; Spirometry; Session (web analytics); Task (project management); Physical therapy; Limits of agreement; Medicine; Simulation; Statistics; Computer science; Mathematics; Nuclear medicine; Engineering; Asthma","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":[0.002760153,0.0003695993,0.0004193672,0.0006385439,0.0003330146,0.0006926635,0.0004192225,0.0007976218,0.0008196603],"category_scores_gemma":[0.006342704,0.0004111661,0.0004346087,0.0003295889,0.0005046173,0.0006718968,0.00044815,0.0004126868,0.0003606607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769385,"about_ca_system_score_gemma":0.0001487566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426913,"about_ca_topic_score_gemma":0.001871119,"domain_scores_codex":[0.9981939,0.000510191,0.0001868571,0.0005978249,0.0004014891,0.0001097943],"domain_scores_gemma":[0.9937734,0.002513115,0.001572263,0.0006902734,0.001087261,0.0003635949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002846122,0.0001481542,0.9952317,0.00002410744,0.0001475883,0.00004238237,0.0003534597,0.00006451487,0.001733648,0.000009338094,0.00003503036,0.001925495],"study_design_scores_gemma":[0.000005407083,0.0005036544,0.9985222,0.000003841388,0.00003675183,0.0001846067,0.0001259579,0.0002120836,0.0003022303,0.000008061941,0.0000909777,0.000004297455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989466,0.0002250355,0.0005133774,0.000008539745,0.000008847368,0.00001431324,0.0000837297,0.000004819773,0.0001948743],"genre_scores_gemma":[0.9994397,0.00004135229,0.0003019342,0.00001653403,0.000009107305,0.000010445,0.00009680472,0.000003044503,0.00008109252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002760153,"threshold_uncertainty_score":0.0145973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924031027856837,"score_gpt":0.4012948903065247,"score_spread":0.3520545800279564,"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."}}