{"id":"W4400586050","doi":"10.2196/56896","title":"Preventive Interventions for Internet Addiction in Young Children: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR Mental Health","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Psychological intervention; The Internet; Addiction; Psychology; Medicine; Psychiatry; Computer science; World Wide Web","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002232678,0.0003409186,0.002178191,0.0004018847,0.0002244613,0.0000733638,0.0005574604,0.0003017802,0.0000618919],"category_scores_gemma":[0.0001550052,0.0002861122,0.001097283,0.0006341073,0.0001145186,0.0001391432,0.0001342692,0.0005820792,0.0002402358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002949744,"about_ca_system_score_gemma":0.0004993504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008554643,"about_ca_topic_score_gemma":0.003864807,"domain_scores_codex":[0.9962351,0.0009500845,0.001495409,0.0004595573,0.0003274062,0.0005324376],"domain_scores_gemma":[0.9986069,0.00004426818,0.000908229,0.0002766037,0.00002657445,0.0001373774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001393492,0.0001558007,0.000004957705,0.8941263,0.0001359579,6.736345e-7,0.000592777,4.456633e-10,4.785295e-10,0.0005886533,0.03375459,0.07063891],"study_design_scores_gemma":[0.0001231906,0.0001191447,0.00000989642,0.9419377,0.0006642439,0.00001953516,0.0002343519,5.548216e-7,1.004637e-8,0.00004791729,0.05665784,0.0001855527],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.762681e-7,0.9746503,0.00001844541,0.0005640872,0.001057189,0.0228344,0.0003922276,0.0001945875,0.0002878609],"genre_scores_gemma":[0.00004304464,0.9889331,0.00004376355,0.0001529722,0.00009138953,0.003688774,0.0004953209,0.00004965553,0.006501922],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07045335,"threshold_uncertainty_score":0.9999591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05000004031876598,"score_gpt":0.4735958822591286,"score_spread":0.4235958419403626,"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."}}