{"id":"W2895902509","doi":"10.2196/11496","title":"Telemonitoring to Manage Chronic Obstructive Pulmonary Disease: Systematic Literature Review","year":2018,"lang":"en","type":"review","venue":"JMIR Medical Informatics","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Medicine; Pulmonary disease; Intensive care medicine; Telemedicine; Disease; Cause of death; Internal medicine; Health care","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":[0.01028809,0.001508393,0.006544158,0.008806329,0.0007819314,0.002478235,0.002008578,0.001915384,0.004560329],"category_scores_gemma":[0.05138646,0.000829181,0.006581343,0.0104771,0.0006858883,0.002359317,0.001487143,0.001432233,0.0003092318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004372972,"about_ca_system_score_gemma":0.0160599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007644521,"about_ca_topic_score_gemma":0.0212751,"domain_scores_codex":[0.9907045,0.00359756,0.00291606,0.0006124657,0.001907111,0.0002623389],"domain_scores_gemma":[0.960878,0.02845961,0.006310254,0.0004782326,0.003466855,0.0004071757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007759808,0.0000188729,0.0006120799,0.9688466,0.006091046,0.00006982659,0.0001990778,0.00008339259,0.00006603374,0.0001207194,0.001114504,0.02270032],"study_design_scores_gemma":[0.000158035,0.0001551117,0.002861086,0.9440194,0.04251092,0.000228426,0.000271172,0.00009034073,0.0001038032,0.0001768273,0.009401752,0.00002321468],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001262454,0.9964813,0.0002156272,0.0003745261,0.0001259951,0.0007990417,0.0003651232,0.00001295893,0.0003629414],"genre_scores_gemma":[0.01786439,0.9782723,0.001106429,0.0006617254,0.0001057065,0.001589162,0.0002599338,0.000006024756,0.0001342564],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01028809,"threshold_uncertainty_score":0.05440927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500048868896588,"score_gpt":0.3648388271157298,"score_spread":0.3398383384267639,"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."}}