{"id":"W4205330746","doi":"10.2196/31448","title":"Multisensory Home-Monitoring in Individuals With Stable Chronic Obstructive Pulmonary Disease and Asthma: Usability Study of the CAir-Desk","year":2022,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Innosuisse - Schweizerische Agentur für Innovationsförderung","keywords":"Medicine; Asthma; Spirometry; Usability; Desk; Physical therapy; COPD; Observational study; Quality of life (healthcare); Internal medicine; Computer science; Nursing","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":[0.004941613,0.0005167114,0.0005763175,0.0005030861,0.0003459283,0.000627319,0.0004803829,0.0005814182,0.002100988],"category_scores_gemma":[0.009587517,0.0002168494,0.0007673418,0.0002634402,0.0003059836,0.000630937,0.0008027917,0.000330814,0.0002276968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002664055,"about_ca_system_score_gemma":0.0002935701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007534522,"about_ca_topic_score_gemma":0.001341172,"domain_scores_codex":[0.9977638,0.001310225,0.0002005081,0.0003245416,0.0002841258,0.000116822],"domain_scores_gemma":[0.9941544,0.0037503,0.000495058,0.0004171753,0.0007514507,0.0004316486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009887948,0.01545057,0.5862547,0.005425423,0.001440401,0.00178537,0.03491229,0.002008131,0.04317636,0.0003677282,0.004747104,0.294544],"study_design_scores_gemma":[0.0009908327,0.04556159,0.9105127,0.000475477,0.0006808847,0.0021571,0.01388997,0.008638072,0.006819434,0.0001782143,0.009862241,0.0002335716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983416,0.00008157664,0.0007314024,0.00004935526,0.000009291283,0.0002412511,0.0001187426,0.00003390779,0.0003929829],"genre_scores_gemma":[0.9911277,0.0001267953,0.007536635,0.00009329055,0.00002249081,0.0004645736,0.0002265105,0.00001660649,0.0003855132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004941613,"threshold_uncertainty_score":0.02613407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675486459185885,"score_gpt":0.3089706412432719,"score_spread":0.2822157766514131,"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."}}