{"id":"W2271202312","doi":"10.2196/mhealth.4741","title":"A Mobile Phone App to Stimulate Daily Physical Activity in Patients with Chronic Obstructive Pulmonary Disease: Development, Feasibility, and Pilot Studies","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Pulmonary disease; Medicine; Physical activity; Physical therapy; Mobile apps; Mobile phone; Disease; Internal medicine; Intensive care medicine; Computer science; World Wide Web","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":[0.007829505,0.001104145,0.0007258463,0.0009176426,0.0004744423,0.0009499277,0.001040236,0.001324573,0.00226495],"category_scores_gemma":[0.009633092,0.00044883,0.0009512256,0.0003271892,0.0008507274,0.001167231,0.001062748,0.0008119294,0.0005217999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003566145,"about_ca_system_score_gemma":0.00126678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007903083,"about_ca_topic_score_gemma":0.001275581,"domain_scores_codex":[0.997052,0.001627254,0.0002633518,0.0002346042,0.0005712488,0.0002515451],"domain_scores_gemma":[0.9952426,0.003057344,0.0002279847,0.0001815766,0.0009545115,0.0003360574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02554762,0.171419,0.09830003,0.01553683,0.001079593,0.003630803,0.01513864,0.001963024,0.07563484,0.0008261956,0.003660806,0.5872626],"study_design_scores_gemma":[0.01173841,0.7417999,0.2044146,0.001492249,0.001275141,0.002280488,0.006071931,0.003971002,0.01689565,0.0004343053,0.00941283,0.0002135099],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774031,0.0008196129,0.004726657,0.000244921,0.00006719585,0.01510042,0.0002613955,0.00009086882,0.001285895],"genre_scores_gemma":[0.9225537,0.002273758,0.05027691,0.0005141862,0.0001033664,0.02216798,0.0005534503,0.00004580973,0.001510852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007829505,"threshold_uncertainty_score":0.04140687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05348642008207898,"score_gpt":0.3811886670160936,"score_spread":0.3277022469340146,"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."}}