{"id":"W2912021039","doi":"10.1002/oby.22388","title":"Use of Active Workstations in Individuals with Overweight or Obesity: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Obesity","topic":"Physical Activity and Health","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Overweight; Treadmill; Desk; Medicine; Physical therapy; Waist; Obesity; Gerontology; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003988654,0.0003787921,0.006350813,0.0002117457,0.00004238739,0.00001478789,0.0001617563,0.0002419346,0.0000686626],"category_scores_gemma":[0.0005340811,0.0002175317,0.0003676633,0.0009620181,0.0000603957,0.0002428758,0.00007387172,0.0007621913,0.00011295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003190305,"about_ca_system_score_gemma":0.001258736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000135488,"about_ca_topic_score_gemma":0.0001702337,"domain_scores_codex":[0.997428,0.0005552412,0.0008503404,0.0004035356,0.0004753353,0.0002875772],"domain_scores_gemma":[0.9966928,0.001314379,0.0009881463,0.0007355862,0.0001162882,0.0001527954],"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":[0.00001906759,0.001325647,0.0003166019,0.9899578,0.000341309,0.00002265123,0.00009203902,6.697205e-8,2.555773e-8,0.0002055912,0.000159065,0.007560144],"study_design_scores_gemma":[0.0002674283,0.0003195171,0.00100604,0.9593043,0.00680241,0.00004833593,0.00001157412,0.000001367721,5.454872e-7,0.00001984475,0.03199133,0.000227251],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004721691,0.9916705,0.00002492724,0.000065648,0.00003120826,0.007269276,0.0002268155,0.00002461191,0.0002147656],"genre_scores_gemma":[0.0001250145,0.9981242,0.0002759071,0.0001922681,0.00003338399,0.0002341716,0.0001475687,0.00003539634,0.0008320824],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03183227,"threshold_uncertainty_score":0.8870685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1566915727973173,"score_gpt":0.3920572644240257,"score_spread":0.2353656916267085,"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."}}