{"id":"W4382344479","doi":"10.1007/s11883-023-01121-2","title":"Decreasing Sedentary Behaviors in Youth to Prevent and Manage Childhood Obesity: Is It Realistic?","year":2023,"lang":"en","type":"review","venue":"Current Atherosclerosis Reports","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Psychological intervention; Medicine; Socioeconomic status; Obesity; Childhood obesity; Sedentary lifestyle; Gerontology; Physical activity; Physical therapy; Environmental health; Psychiatry; Overweight","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006707454,0.0009839892,0.003109573,0.0005750722,0.0001360932,0.0001287437,0.000235839,0.0003671241,0.0000552884],"category_scores_gemma":[0.0002841688,0.0008960347,0.0007022144,0.001243367,0.000100557,0.0001468663,0.0007883636,0.001011685,0.00009846567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006152126,"about_ca_system_score_gemma":0.0002470954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005664036,"about_ca_topic_score_gemma":0.0001062705,"domain_scores_codex":[0.9947066,0.0002201254,0.001619251,0.001734473,0.0009383623,0.0007812157],"domain_scores_gemma":[0.9969053,0.0001401236,0.0008222822,0.001322583,0.00009533342,0.0007144322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000144478,0.0445926,0.0642109,0.04449022,0.0007979486,0.001212907,0.006046481,9.592503e-7,0.000006318883,0.00003098081,0.004021048,0.8345752],"study_design_scores_gemma":[0.0009817187,0.0005794532,0.5240857,0.2575853,0.01357608,0.0005158948,0.0004078921,0.000005616919,0.00003183098,0.000358081,0.1989102,0.002962224],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3424654,0.6498934,0.000004553365,0.0001059793,0.001295884,0.005335959,0.0004102531,0.0002875045,0.0002010286],"genre_scores_gemma":[0.02517301,0.9724793,0.00006355197,0.0001116453,0.0004563831,0.0003170789,0.0008286894,0.0002801182,0.0002901875],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8316129,"threshold_uncertainty_score":0.9993491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047536690360965,"score_gpt":0.3716273951465884,"score_spread":0.266873726110492,"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."}}