{"id":"W2591527860","doi":"10.1016/j.jsams.2017.01.184","title":"Increased objectively measured physical activity is associated with improved levels of energy and fatigue in a web-based physical activity RCT","year":2017,"lang":"en","type":"article","venue":"Journal of science and medicine in sport","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Physical activity; Randomized controlled trial; Quality of life (healthcare); Physical therapy; Intervention (counseling); Medicine; Physical medicine and rehabilitation; Psychology; Internal medicine; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003088836,0.0007122536,0.001359216,0.0004722051,0.0006218458,0.001502108,0.0004859774,0.001455288,0.006468792],"category_scores_gemma":[0.008453617,0.0006168998,0.001756166,0.0005617681,0.0006586033,0.001143391,0.0008505681,0.001816661,0.00103027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498855,"about_ca_system_score_gemma":0.0008346746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212869,"about_ca_topic_score_gemma":0.00282462,"domain_scores_codex":[0.9977542,0.001279484,0.0002655609,0.0003385757,0.0001988235,0.0001633799],"domain_scores_gemma":[0.9955722,0.001988329,0.0007344343,0.0004362931,0.0004147394,0.0008539549],"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":[0.6751299,0.1262374,0.09763848,0.002438003,0.01415849,0.0002664517,0.001294786,0.0006652694,0.008246643,0.0002296184,0.001583387,0.07211157],"study_design_scores_gemma":[0.1655864,0.3510631,0.4507959,0.0009695219,0.01976892,0.000291572,0.0007987111,0.002529647,0.003603427,0.0004383677,0.003996203,0.0001582357],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976056,0.0004780206,0.0003256486,0.000172607,0.00008446542,0.0003555571,0.0002469813,0.00002937525,0.0007018244],"genre_scores_gemma":[0.9963647,0.0004654848,0.0008376478,0.000190953,0.00009392186,0.0006518198,0.0002791057,0.00001417586,0.001102243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006468792,"threshold_uncertainty_score":0.0216403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05170776003166082,"score_gpt":0.3160691247629706,"score_spread":0.2643613647313097,"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."}}