{"id":"W6997396350","doi":"","title":"Young people's online engagement and mental health: the role of digital skills","year":2022,"lang":"en","type":"other","venue":"LSE Research Online","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); The Internet; Digital health; Public health; Public engagement; Young adult; Digital divide; Young person","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":[0.002084669,0.00028833,0.0003362377,0.001238102,0.001455152,0.004105201,0.0004470198,0.001343336,0.02477558],"category_scores_gemma":[0.01186186,0.0002555733,0.000691031,0.001133597,0.001417015,0.003514356,0.003584764,0.002530827,0.002026193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198319,"about_ca_system_score_gemma":0.001752268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01841878,"about_ca_topic_score_gemma":0.03340111,"domain_scores_codex":[0.9988155,0.0005863705,0.00005745744,0.00007937032,0.000169853,0.0002913786],"domain_scores_gemma":[0.9914628,0.003738812,0.0009510886,0.0001930563,0.0006850418,0.002969261],"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":[0.0002703962,0.0005497811,0.3519945,0.001385315,0.0002281983,0.0009773406,0.0240518,0.00008886237,0.0001727308,0.01123689,0.1693746,0.4396696],"study_design_scores_gemma":[0.0001004265,0.0004142094,0.7146258,0.009234538,0.0002421853,0.001895456,0.06856276,0.0002442853,0.00015672,0.01423527,0.1901556,0.0001329109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3804808,0.06898412,0.0005755821,0.4079489,0.003406622,0.0001217172,0.002822049,0.00008174525,0.1355784],"genre_scores_gemma":[0.8503892,0.08078698,0.0008818801,0.03528839,0.002080075,0.0002077657,0.001269107,0.00009242072,0.02900423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02477558,"threshold_uncertainty_score":0.08288264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04675238000365468,"score_gpt":0.4008242478849141,"score_spread":0.3540718678812594,"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."}}