{"id":"W4410953770","doi":"10.12968/pnur.2025.0036","title":"Antidepressant use in children and young people","year":2025,"lang":"en","type":"article","venue":"Practice Nursing","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Antidepressant; Psychiatry; Medicine; Psychology; Anxiety","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":[0.000170369,0.00008178444,0.0001042041,0.00009893437,0.000101702,0.00007225639,0.000051319,0.00005246979,0.00004376766],"category_scores_gemma":[0.0001154716,0.00008182709,0.00002029285,0.000209669,0.00003140774,0.000291004,0.0000164906,0.0001721814,0.00002020519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003636184,"about_ca_system_score_gemma":0.00002125714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004718632,"about_ca_topic_score_gemma":0.00006528401,"domain_scores_codex":[0.9992681,0.00008493043,0.0001515641,0.0002354729,0.000081028,0.0001789463],"domain_scores_gemma":[0.9996864,0.0001156838,0.00004716352,0.00009363948,0.00002422796,0.00003287377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001145433,0.0004993111,0.939443,0.000005832427,0.00004383831,0.000003767613,0.002674892,0.00000108958,0.00003162667,0.01918519,0.007347452,0.03064946],"study_design_scores_gemma":[0.0005489905,0.000007203296,0.9941522,0.0002581844,0.00002408144,0.0000516745,0.0007024298,0.000005882202,0.000006468958,0.0009861604,0.003167172,0.00008948879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199421,0.001017479,0.0002989742,0.008248908,0.00151659,0.0002054676,0.000003943333,0.00003538781,0.06873111],"genre_scores_gemma":[0.9971467,0.0001590188,0.0003838996,0.0008257162,0.00007517984,0.000003597864,0.000009934441,0.000005910737,0.001390005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07720459,"threshold_uncertainty_score":0.3336812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631706475107127,"score_gpt":0.3254632156462496,"score_spread":0.3091461508951784,"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."}}