{"id":"W4392169222","doi":"10.1089/cyber.2023.0386","title":"Problematic Social Media Use in Young Adults: A Mixed Serial–Parallel Mediation Model Involving Alexithymia, Defense Mechanisms, and Fear of Missing Out","year":2024,"lang":"en","type":"article","venue":"Cyberpsychology Behavior and Social Networking","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Mediation; Psychology; Clinical psychology; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001004913,0.0002423394,0.0004921199,0.000261011,0.000717488,0.0001861249,0.0001938136,0.0007656222,0.000008826652],"category_scores_gemma":[0.000140179,0.0002736241,0.00008744594,0.0003214955,0.0007473419,0.0003943566,0.00009862336,0.0005224614,0.000001868676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516605,"about_ca_system_score_gemma":0.0001098611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003879107,"about_ca_topic_score_gemma":0.009712535,"domain_scores_codex":[0.9976608,0.0003734606,0.0005439632,0.0004752798,0.0003297572,0.000616753],"domain_scores_gemma":[0.9993207,0.0001966092,0.0002205215,0.0001050253,0.00006289808,0.00009418766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004616603,0.0005581026,0.1551326,0.0002616457,0.0001447465,0.0002224859,0.5645972,0.00002955503,0.004734269,0.0434052,0.001266813,0.2291856],"study_design_scores_gemma":[0.006259992,0.0001552372,0.8462253,0.002651432,0.0006176645,0.00005287414,0.03643403,0.01143017,0.00005412896,0.09416667,0.00009264782,0.001859809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949867,0.0007236584,0.0009458712,0.0008595107,0.001501288,0.0005579769,0.00001648856,0.0001938668,0.0002146431],"genre_scores_gemma":[0.9952919,0.0002905829,0.003768997,0.00008969819,0.0004112368,0.00004734956,0.0000201649,0.00004238099,0.00003770693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6910927,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526996610620396,"score_gpt":0.3205210282152804,"score_spread":0.2752510621090765,"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."}}