{"id":"W3097472489","doi":"10.2196/20776","title":"Predictors of Walking Activity in Patients With Systolic Heart Failure Equipped With a Step Counter: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Biomedical Engineering","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Danmarks Tekniske Universitet; Odense Universitetshospital; Aarhus Universitet; Aalborg Universitet; Hjerteforeningen","keywords":"Randomized controlled trial; Heart failure; Cardiology; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003448642,0.0002637209,0.001711633,0.0002241282,0.000016943,0.00001295556,0.0000675893,0.0001090541,0.00004730848],"category_scores_gemma":[0.0001970516,0.0001537914,0.0001693032,0.0004202797,0.00009303572,0.00008301992,0.00003853044,0.0002345874,0.000003362007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008736607,"about_ca_system_score_gemma":0.00008795039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001815484,"about_ca_topic_score_gemma":0.000003848096,"domain_scores_codex":[0.9981182,0.00007460185,0.0004787898,0.0002819234,0.0007194553,0.0003269841],"domain_scores_gemma":[0.9991578,0.0002038606,0.0001167196,0.0001684213,0.00005358191,0.0002995798],"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":[0.9917248,0.0007820762,0.004269609,0.0005228725,0.0009648445,0.00004343714,0.0003555871,0.00006080429,0.0005166896,0.00002486207,0.0004876541,0.0002467719],"study_design_scores_gemma":[0.9814388,0.002719809,0.003410655,0.0005521068,0.000325492,0.000001869254,0.00003067522,0.009156999,0.00005632895,1.159219e-7,0.002150382,0.0001567905],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853962,0.00002157271,0.003641274,0.002859792,0.0001031705,0.007803883,0.000005555584,0.0001315105,0.0000370602],"genre_scores_gemma":[0.9973456,0.000002045224,0.001576454,0.00009354329,0.0001516598,0.0007475403,0.00002780243,0.00003249623,0.00002290008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194938,"threshold_uncertainty_score":0.627143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004459087718060488,"score_gpt":0.2148716025207651,"score_spread":0.2104125148027046,"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."}}