{"id":"W4384663944","doi":"10.1002/npr2.12350","title":"At‐risk internet addiction and related factors among senior high school teachers in Japan based on a Nationwide survey","year":2023,"lang":"en","type":"article","venue":"Neuropsychopharmacology Reports","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Japan Society for the Promotion of Science","keywords":"Addiction; The Internet; Psychology; Entertainment; Cross-sectional study; Test (biology); Demography; Medicine; Family medicine; Environmental health; Psychiatry; Sociology; Political science; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002044133,0.0002258875,0.000272304,0.0006873504,0.0003598005,0.00004261475,0.000185416,0.0004272578,0.0005519394],"category_scores_gemma":[0.002870903,0.0002363289,0.00006176256,0.001203991,0.0004907679,0.0001789481,0.00007544425,0.0008994354,0.00008606636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002957504,"about_ca_system_score_gemma":0.0001131088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005194377,"about_ca_topic_score_gemma":0.003680006,"domain_scores_codex":[0.9964661,0.0013964,0.0005401277,0.0006694309,0.000392044,0.0005358816],"domain_scores_gemma":[0.9985055,0.0004120166,0.0004907527,0.0002669533,0.00007039033,0.0002544195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001124355,0.00009843383,0.9810665,0.000001854424,0.00002914536,0.0004699295,0.0007063557,0.0001211301,0.0007568678,0.000001989137,0.01552952,0.001105901],"study_design_scores_gemma":[0.001081461,0.0001055117,0.9969962,0.00002095255,0.00002776874,0.00001234948,0.0001427655,0.0004145507,0.0001902319,0.00004811442,0.0007758254,0.0001842934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933448,0.00001055548,9.780434e-7,0.0007651905,0.002910184,0.0006219572,0.0000154003,0.0006850809,0.001645801],"genre_scores_gemma":[0.9954506,0.00007464585,0.000006374471,0.0003659526,0.00004157727,0.00003668159,0.00005310728,0.00003894605,0.00393216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01592974,"threshold_uncertainty_score":0.9637215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468620070862334,"score_gpt":0.3112139775117231,"score_spread":0.2965277768030997,"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."}}