{"id":"W4213344673","doi":"10.3390/ijerph19042337","title":"Problem Technology Use, Academic Performance, and School Connectedness among Adolescents","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Social connectedness; Logistic regression; Demography; Academic achievement; Medicine; Association (psychology); Cross-sectional study; Psychology; Clinical psychology; Gerontology; Developmental psychology; Social psychology; Internal medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002248664,0.00006401376,0.0001204252,0.0008057849,0.0006450272,0.0001239554,0.000470607,0.00007206828,0.000231238],"category_scores_gemma":[0.0003527143,0.00006221947,0.00001694364,0.0002831362,0.00078255,0.0007183864,0.0005389541,0.001004745,0.000004935142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006610565,"about_ca_system_score_gemma":0.0005881367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009634633,"about_ca_topic_score_gemma":0.00004365641,"domain_scores_codex":[0.997789,0.0001923483,0.000318811,0.0001486681,0.001130978,0.0004201876],"domain_scores_gemma":[0.9992406,0.0000898389,0.0001779029,0.0000530553,0.00007597222,0.0003626136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000424155,0.0001588967,0.9175955,0.000005271335,0.00002101519,0.00001441146,0.0006224022,4.801815e-7,0.0000330405,0.004580478,0.001004916,0.07592115],"study_design_scores_gemma":[0.0009038993,0.0005830355,0.7277367,0.00006292065,9.375339e-7,0.0001480771,0.009599266,0.00001486738,0.00001086058,0.006351281,0.2544775,0.000110674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839457,0.0004616625,0.00001129791,0.01427662,0.0001498901,0.0001786778,0.00001572834,0.00001348724,0.0009469447],"genre_scores_gemma":[0.9937794,0.005149235,0.00007976321,0.0002804744,0.00008023336,0.00001033979,0.000005591965,0.000006259958,0.0006086598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2534726,"threshold_uncertainty_score":0.4961093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06122892389154132,"score_gpt":0.3653765596336228,"score_spread":0.3041476357420814,"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."}}