{"id":"W1520230070","doi":"","title":"Media use and health outcomes in adolescents: findings from a nationally representative survey.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Suicidal ideation; Binge drinking; Video game; Obesity; Depression (economics); Logistic regression; Odds; The Internet; Psychology; Youth Risk Behavior Survey; Association (psychology); Odds ratio; Media use; Suicide prevention; Medicine; Poison control; Environmental health; Social psychology; Multimedia; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002520442,0.0001000225,0.0002175197,0.0001565838,0.000169462,0.00007511123,0.0002007291,0.0001194219,0.00001167185],"category_scores_gemma":[0.005218702,0.00009822447,0.00002535463,0.0002857612,0.0002455421,0.0007306598,0.00008547208,0.0001919558,0.000009898182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026818,"about_ca_system_score_gemma":0.00006563617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04051309,"about_ca_topic_score_gemma":0.04247571,"domain_scores_codex":[0.9981092,0.0004296812,0.000220829,0.0001971698,0.0003967352,0.0006463663],"domain_scores_gemma":[0.9991258,0.0003222225,0.0001058324,0.0001305819,0.00004889577,0.0002666221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000127444,0.0001245498,0.9898067,0.000002134623,0.00001151461,8.101544e-7,0.00442916,3.525605e-8,3.254287e-7,0.000340796,0.001034229,0.004237053],"study_design_scores_gemma":[0.0005218759,0.000002257382,0.9981242,0.00001749613,0.000002342697,1.602143e-7,0.0007917429,4.229816e-7,0.000008885778,0.0003056021,0.0001321855,0.00009282077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993386,0.0001931141,0.00001084347,0.005098906,0.0003861907,0.0006285561,0.00007519045,0.00007493371,0.0001462243],"genre_scores_gemma":[0.9982876,0.00007455828,0.000141941,0.001130635,0.00005029512,0.00009279179,0.00001817351,0.000009537519,0.0001945271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008317559,"threshold_uncertainty_score":0.9749966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019578548827721,"score_gpt":0.3557793377735179,"score_spread":0.2538214828907459,"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."}}