{"id":"W4403100548","doi":"10.1186/s40359-024-02019-7","title":"The associations between self-rated autistic traits, social camouflaging, and mental health outcomes in Taiwanese anime, comics and games (ACG) doujin creators: an exploratory study","year":2024,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Anime; Comics; Psychology; Mental health; Exploratory research; Autism; Psychological research; Developmental psychology; Social psychology; Psychotherapist; Sociology; Social science; Art; Literature; Computer science","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":[0.001625291,0.0001789503,0.000357692,0.0002009069,0.0009676362,0.0001819943,0.0002772662,0.0002335434,0.000006930814],"category_scores_gemma":[0.0001422145,0.0001540237,0.00003080963,0.0003791954,0.0005467805,0.0001830513,0.00007144378,0.0003566007,0.00000614608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409264,"about_ca_system_score_gemma":0.0002268037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008337949,"about_ca_topic_score_gemma":0.03342118,"domain_scores_codex":[0.9974817,0.0010374,0.0003491952,0.0004089148,0.0002148757,0.0005079308],"domain_scores_gemma":[0.9993955,0.0001832979,0.0001320953,0.0001466873,0.0000206584,0.0001217475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001467479,0.0003016611,0.9440721,0.000009031605,0.000090614,0.000005813862,0.04340945,2.368002e-8,0.000005742249,0.001960421,0.007782769,0.002347699],"study_design_scores_gemma":[0.0009913299,0.0001983063,0.9656984,0.00001274436,0.00002739477,0.000002134978,0.02934056,0.00001072949,4.378027e-7,0.0009060277,0.002656159,0.0001558145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871209,0.0006620634,0.0000217292,0.01002068,0.00036852,0.0007881519,0.0001149792,0.0005439389,0.0003590257],"genre_scores_gemma":[0.9990181,0.0001181856,0.0001311271,0.0003575688,0.00009194518,0.00002985928,0.00001384896,0.00003360288,0.0002057327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03258738,"threshold_uncertainty_score":0.9842164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04325977241654393,"score_gpt":0.4108434194376465,"score_spread":0.3675836470211026,"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."}}