{"id":"W4312305283","doi":"10.4103/0019-5545.341915","title":"Workshop Compiled","year":2022,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Anxiety; Psychology; Pandemic; Social isolation; Coronavirus disease 2019 (COVID-19); Mental illness; Everyday life; Developmental psychology; Psychiatry; Mental health; Medicine; Political science; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005991277,0.00005247054,0.0001205339,0.0002322034,0.0005062107,0.0000413171,0.0004527078,0.00004189023,0.001113098],"category_scores_gemma":[0.00006875221,0.00005289477,0.00009501255,0.0004284614,0.0001010346,0.0001330398,0.00006003298,0.0003666588,0.00001811438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008128545,"about_ca_system_score_gemma":0.0006996015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000883306,"about_ca_topic_score_gemma":0.0002199087,"domain_scores_codex":[0.9990181,0.00008564739,0.0002678306,0.00006680867,0.0003757261,0.0001858745],"domain_scores_gemma":[0.9994915,0.00004575568,0.0002456447,0.00007602658,0.00004276857,0.00009835029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001235089,0.000451387,0.3688916,0.000007734017,0.0001276968,0.0002998183,0.02573965,0.00004192052,0.000008255676,0.2728024,0.2874472,0.04405885],"study_design_scores_gemma":[0.0009843118,0.0001897352,0.01203276,0.00002765477,0.00001393903,0.0002888569,0.0540053,6.942802e-7,0.000006170641,0.1379454,0.7943056,0.0001995916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.872786,0.001133652,0.00008192432,0.04786944,0.006917052,0.00009997914,0.000005130245,0.00004902234,0.07105784],"genre_scores_gemma":[0.9965405,0.00002266514,0.001399044,0.0007363447,0.0004592896,0.000001397257,9.15704e-7,0.000006194699,0.0008336814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5068583,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596123453853664,"score_gpt":0.2870482471277525,"score_spread":0.2710870125892159,"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."}}