{"id":"W2600994009","doi":"10.1111/cob.12191","title":"A model linking video gaming, sleep quality, sweet drinks consumption and obesity among children and youth","year":2017,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"Children's Hospital Foundation; McMaster University","keywords":"Medicine; Obesity; Consumption (sociology); Sleep quality; Quality (philosophy); Sleep (system call); Video game; Environmental health; Multimedia; Psychiatry; Endocrinology; Cognition","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002365592,0.0001526951,0.0003872471,0.00004803115,0.001469143,0.0003852911,0.0004279717,0.0004739712,0.00001079089],"category_scores_gemma":[0.001944674,0.0001514465,0.00008916164,0.00003977845,0.002029542,0.0005157162,0.0007135714,0.0004083067,0.0000177726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000322088,"about_ca_system_score_gemma":0.00006604841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171817,"about_ca_topic_score_gemma":0.005624853,"domain_scores_codex":[0.9982531,0.0001586471,0.0004800581,0.0005251136,0.0002586975,0.0003244006],"domain_scores_gemma":[0.9986389,0.0002795962,0.0003524693,0.0004218826,0.00006449745,0.0002426084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001225683,0.00009937795,0.9761019,0.000006511806,0.00001964628,0.000001382771,0.001387402,3.650616e-7,9.872119e-7,0.012996,0.00004048329,0.009333643],"study_design_scores_gemma":[0.000569324,0.00002555055,0.9788431,0.0000413691,0.00002927886,6.634972e-7,0.0001180762,0.0001982303,0.000007739569,0.01991178,0.00004404445,0.0002108316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927526,0.0001038895,0.0003599841,0.0003945179,0.0001708046,0.0002887994,0.00001650641,0.0001624039,0.005750458],"genre_scores_gemma":[0.9983143,0.0005249489,0.0004718057,0.0001723843,0.0001507064,0.000002221291,0.00001554795,0.000008394998,0.0003396489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009122811,"threshold_uncertainty_score":0.9998308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114398332095003,"score_gpt":0.3959765829859873,"score_spread":0.2815782508909843,"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."}}