{"id":"W4293339979","doi":"10.2196/40431","title":"Evaluating the Effectiveness of a Family-Based Virtual Childhood Obesity Management Program Delivered During the COVID-19 Pandemic in Canada: Prospective Study","year":2022,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Ministry of Health, British Columbia","keywords":"Screen time; Overweight; Medicine; Pandemic; Childhood obesity; Coronavirus disease 2019 (COVID-19); Obesity; Repeated measures design; Sedentary lifestyle; Physical activity; Physical therapy; Gerontology; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.003905328,0.000947708,0.001026716,0.0009792752,0.005574184,0.001758283,0.0023183,0.001139442,0.002780034],"category_scores_gemma":[0.007627744,0.0008011364,0.00132872,0.002116788,0.001438048,0.0008755032,0.001439419,0.001972687,0.0003198872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04710312,"about_ca_system_score_gemma":0.08100262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9498178,"about_ca_topic_score_gemma":0.9711571,"domain_scores_codex":[0.995937,0.0008163344,0.0001936111,0.0004583927,0.001255482,0.001339102],"domain_scores_gemma":[0.9918454,0.0008426207,0.001185672,0.0002694444,0.002866981,0.002989794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008494398,0.04137464,0.8432451,0.00117007,0.0007890584,0.0004025973,0.01177219,0.0008944375,0.0009859939,0.0003085165,0.003682223,0.08688057],"study_design_scores_gemma":[0.001994262,0.01499591,0.9644352,0.0004516857,0.0004598956,0.00008097807,0.01253068,0.001597714,0.0005197859,0.00008131951,0.00273737,0.0001151598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964938,0.000292105,0.0001105526,0.00018723,0.00002108836,0.001268963,0.0006909767,0.000009960617,0.0009254053],"genre_scores_gemma":[0.9948583,0.0006210716,0.001022688,0.0003451651,0.00002078759,0.001086347,0.000766823,0.000009870948,0.001269033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05018222,"threshold_uncertainty_score":0.3417587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05758653018149114,"score_gpt":0.4012413482587357,"score_spread":0.3436548180772446,"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."}}