{"id":"W4280650187","doi":"10.2196/38331","title":"Quality of Life and Physical Activity in 629 Individuals With Sarcoidosis: Prospective, Cross-sectional Study Using Smartphones (Sarcoidosis App)","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Sarcoidosis; Medicine; Prospective cohort study; Cohort; Quality of life (healthcare); Cross-sectional study; mHealth; Physical therapy; Physical activity; Internal medicine; Pathology; Psychological intervention; Psychiatry","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":[0.0007024043,0.0002125949,0.000357414,0.000715797,0.0007909486,0.0008542015,0.0002453599,0.0006109459,0.001959973],"category_scores_gemma":[0.00183309,0.0004471648,0.0005110981,0.0008169058,0.000263863,0.0008417869,0.0006313388,0.001007356,0.0007153241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021651,"about_ca_system_score_gemma":0.0002966936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004994916,"about_ca_topic_score_gemma":0.008407045,"domain_scores_codex":[0.9994635,0.0001033308,0.00009079499,0.000131279,0.0001323637,0.00007869199],"domain_scores_gemma":[0.9989888,0.0001502339,0.0003866167,0.00007207409,0.0001794604,0.0002228504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004991292,0.0001130934,0.9984342,0.00002011079,0.00003109685,0.00004540377,0.0002175523,0.000009391032,0.00009772828,0.000006993854,0.0001632725,0.0008111141],"study_design_scores_gemma":[0.00001291491,0.0002219344,0.998525,0.00002131959,0.00003164014,0.0001899437,0.000521424,0.00006746183,0.00003125748,0.00001077823,0.0003613592,0.000005048749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997974,0.0002189515,0.00006239814,0.00007932628,0.00001024088,0.00005596412,0.001050954,0.000003463495,0.0005447178],"genre_scores_gemma":[0.9983242,0.0001812071,0.0001580055,0.0001534137,0.00001311981,0.00008708765,0.0007638599,0.000002645947,0.0003164394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004994916,"threshold_uncertainty_score":0.009931684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308254951134532,"score_gpt":0.4595561309235124,"score_spread":0.3287306358100592,"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."}}