{"id":"W2883214597","doi":"10.2196/10502","title":"An mHealth Management Platform for Patients with Chronic Obstructive Pulmonary Disease (efil breath): Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; COPD; Medicine; Randomized controlled trial; Physical therapy; Pulmonary rehabilitation; Clinical trial; Rehabilitation; Quality of life (healthcare); Psychological intervention; Internal medicine; 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":[0.002738771,0.001461684,0.004482865,0.0005936739,0.0007329425,0.001277382,0.001040201,0.003397503,0.008455284],"category_scores_gemma":[0.00311962,0.0006946705,0.002670798,0.0005328186,0.001157075,0.001314082,0.0007569632,0.002149653,0.0007388044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007761003,"about_ca_system_score_gemma":0.001628243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011479,"about_ca_topic_score_gemma":0.002065104,"domain_scores_codex":[0.9986035,0.0007307064,0.0001377026,0.0002141919,0.000121759,0.0001920743],"domain_scores_gemma":[0.998764,0.0004328724,0.0003113762,0.00008406906,0.0001071306,0.000300564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9763833,0.007908982,0.0005065421,0.002818286,0.001146698,0.0000382383,0.00004735812,0.00007926924,0.0006535345,0.000108158,0.0004531694,0.009856415],"study_design_scores_gemma":[0.9613703,0.03609592,0.001046528,0.0001202793,0.0006889733,0.00001127624,0.00001798656,0.0001279295,0.00009906319,0.00005621812,0.0003555018,0.000009983829],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297484,0.01958607,0.001334396,0.001726233,0.001976004,0.04095429,0.001381699,0.0002339425,0.003059013],"genre_scores_gemma":[0.9153792,0.007357999,0.004679563,0.002785876,0.001396122,0.06266106,0.0009608339,0.00002156489,0.004757795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008455284,"threshold_uncertainty_score":0.02828574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176354973327273,"score_gpt":0.3482037970589073,"score_spread":0.3264402473256346,"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."}}