{"id":"W4283376233","doi":"10.2196/preprints.40431","title":"Evaluating the Effectiveness of a Canadian Family-Based Childhood Obesity Management Virtual Program Delivered During the COVID-19 Pandemic (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Screen time; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Childhood obesity; Obesity; Physical activity; Repeated measures design; Physical therapy; Family medicine; Gerontology; Overweight; Internal medicine; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003209533,0.0006159246,0.0006238132,0.0003683083,0.001832897,0.001040554,0.00146361,0.0007197963,0.006175784],"category_scores_gemma":[0.007595838,0.000317411,0.001255572,0.0005869371,0.0005724115,0.000600814,0.001134092,0.001034532,0.0003160019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01718339,"about_ca_system_score_gemma":0.0404412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6374909,"about_ca_topic_score_gemma":0.7580546,"domain_scores_codex":[0.9984075,0.0005629431,0.00009185838,0.0001539693,0.0004206042,0.000363104],"domain_scores_gemma":[0.9970488,0.0006353703,0.0003763222,0.0001152855,0.0005739315,0.001250346],"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":[0.08435626,0.107113,0.05638694,0.009148986,0.002470089,0.0003067082,0.006702817,0.005991198,0.005003981,0.001718203,0.02218138,0.6986205],"study_design_scores_gemma":[0.06468296,0.2474565,0.6106404,0.00665903,0.004922796,0.0001268561,0.01208531,0.008658421,0.006902023,0.001031819,0.03647594,0.0003579787],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824499,0.0007641558,0.0004101473,0.001008749,0.0001809678,0.006485887,0.001614488,0.00005506867,0.007030616],"genre_scores_gemma":[0.9803473,0.001336131,0.005372709,0.0008312599,0.0000589851,0.007605297,0.0009640981,0.00001640796,0.003467774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3625091,"threshold_uncertainty_score":0.729288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050174754901537,"score_gpt":0.4597883215774221,"score_spread":0.3547708460872683,"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."}}