{"id":"W2976675086","doi":"10.2196/14035","title":"The Role of Perceived Loneliness in Youth Addictive Behaviors: Cross-National Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alkoholitutkimussäätiö","keywords":"Loneliness; Addiction; Psychology; Association (psychology); Clinical psychology; Mental health; Perspective (graphical); Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002258002,0.00008879801,0.0001737673,0.00007515528,0.0004384589,0.00003153372,0.0003601311,0.00008057943,0.00004423374],"category_scores_gemma":[0.00008243937,0.00007270062,0.00003136602,0.000298078,0.0002729855,0.0001362483,0.00007425379,0.0002024474,0.00003496439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006228174,"about_ca_system_score_gemma":0.0005152209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03706834,"about_ca_topic_score_gemma":0.04296498,"domain_scores_codex":[0.9979693,0.0005344375,0.0003134422,0.0001912482,0.0006412218,0.0003503543],"domain_scores_gemma":[0.9993895,0.00007914266,0.0001864704,0.0001502052,0.0001218753,0.00007279281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00010117,0.000701672,0.9636062,0.000002570745,0.000004889608,1.483805e-7,0.03372374,0.00000103027,0.00001545142,0.00009611673,0.00005182376,0.001695231],"study_design_scores_gemma":[0.0007828381,0.0001924948,0.909834,0.00002760487,8.106959e-7,1.38863e-7,0.08896871,0.000008491126,0.00001012387,0.00005999728,0.00005732074,0.00005743584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996591,0.00004800642,1.07505e-7,0.0002694446,0.0002302831,0.001582019,0.0002444878,0.00003380597,0.001000837],"genre_scores_gemma":[0.9994991,0.00001708691,0.000005558168,0.0000713486,0.00002609148,0.00002311929,0.00003767237,0.000008624562,0.0003114308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05524497,"threshold_uncertainty_score":0.9744984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415076836749682,"score_gpt":0.4195185339407033,"score_spread":0.3853677655732065,"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."}}