{"id":"W4295586898","doi":"10.21083/surg.v14i1.7071","title":"Physiological impacts of social media platforms on adolescent health: a review of key studies and possible directions for future research","year":2022,"lang":"en","type":"review","venue":"SURG Journal","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Harm; Psychology; Quality (philosophy); Warrant; Cognition; Arousal; Inclusion (mineral); Social media; Control (management); Applied psychology; Computer science; Social psychology; Business; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008856582,0.0002646907,0.002286851,0.0004841179,0.001962402,0.00002812539,0.0005476535,0.000336126,0.0001212921],"category_scores_gemma":[0.004057455,0.0001776713,0.0006611749,0.0009625644,0.0008908902,0.00009467527,0.000200878,0.002042964,0.000001650257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008474187,"about_ca_system_score_gemma":0.002023619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002483144,"about_ca_topic_score_gemma":0.00008407577,"domain_scores_codex":[0.9956726,0.001140281,0.001034657,0.0002709482,0.001156469,0.0007250799],"domain_scores_gemma":[0.9967723,0.0009999182,0.001410054,0.0001787246,0.0004092533,0.0002297528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003551816,0.000197872,0.00001267766,0.05498144,0.0002122503,0.000003544693,0.002152306,6.696985e-9,1.495761e-7,0.0007496584,0.0596597,0.8819949],"study_design_scores_gemma":[0.0002316515,0.000360789,0.0001701769,0.06801643,0.0001154696,0.00002373304,0.005151621,1.499319e-8,3.943292e-7,0.0009839899,0.924802,0.0001437247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009308334,0.9953628,3.214281e-7,0.001982537,0.001197913,0.001073938,0.000123884,0.00002439402,0.0001411614],"genre_scores_gemma":[0.00006132889,0.9981515,0.00006194787,0.0001272751,0.001465828,0.00004758314,0.00001362388,0.00002401791,0.00004686341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8818511,"threshold_uncertainty_score":0.9993369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3497869792518093,"score_gpt":0.5345497746869162,"score_spread":0.1847627954351069,"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."}}