{"id":"W2941311845","doi":"10.2196/12866","title":"Wearable Finger Pulse Oximetry for Continuous Oxygen Saturation Measurements During Daily Home Routines of Patients With Chronic Obstructive Pulmonary Disease (COPD) Over One Week: Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vlaamse Instelling voor Technologisch Onderzoek","keywords":"Pulse oximetry; Medicine; COPD; Oxygen saturation; Actigraphy; Nocturnal; Pulmonary disease; Physical therapy; Internal medicine; Anesthesia; Circadian rhythm; Oxygen","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":[0.001285921,0.0004802416,0.0006962247,0.0007154091,0.0008487461,0.0007781272,0.0003940437,0.0006837848,0.0009209601],"category_scores_gemma":[0.003070508,0.0005294674,0.0009841833,0.001103953,0.0003423337,0.0007161961,0.0005179733,0.001003435,0.0003958862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004213905,"about_ca_system_score_gemma":0.0005839602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005710026,"about_ca_topic_score_gemma":0.006679541,"domain_scores_codex":[0.9988176,0.0003133275,0.0001488753,0.0003029604,0.0002813737,0.0001358502],"domain_scores_gemma":[0.9972205,0.000482189,0.001057719,0.0002896609,0.0005243121,0.0004254736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003602139,0.000451084,0.9966377,0.00003899637,0.0001215132,0.0000971245,0.0003276114,0.00002145393,0.0003738641,0.000004770811,0.00009010398,0.001475646],"study_design_scores_gemma":[0.00003802332,0.001484188,0.9970441,0.00001373064,0.00009160906,0.0002731253,0.0005448358,0.0001817269,0.00009054135,0.000005771028,0.0002233365,0.000008990047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993074,0.0001349283,0.0001504473,0.000009360476,0.000005262431,0.00004902042,0.0001842238,0.000002371733,0.000156993],"genre_scores_gemma":[0.9991717,0.00009317949,0.0002239709,0.00003843343,0.00001193492,0.00007419437,0.0002871803,0.000002639075,0.00009688274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005710026,"threshold_uncertainty_score":0.01135361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0602759349360979,"score_gpt":0.3348205896523271,"score_spread":0.2745446547162292,"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."}}