{"id":"W4311305938","doi":"10.1007/s00787-022-02123-2","title":"Electroconvulsive therapy in children and adolescents: results from a population‑based study utilising the Swedish National Quality Register","year":2022,"lang":"en","type":"article","venue":"European Child & Adolescent Psychiatry","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"Lunds Universitet","keywords":"Child and adolescent psychiatry; Register (sociolinguistics); Electroconvulsive therapy; Psychology; Population; Quality (philosophy); Psychiatry; Medicine; Pediatrics; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001672633,0.0002601867,0.0007195484,0.002172329,0.0003593248,0.001015291,0.000446572,0.0005510878,0.001011435],"category_scores_gemma":[0.005062752,0.0003690365,0.0007018148,0.00359611,0.0003224301,0.000552076,0.0005976828,0.0005371891,0.0003880619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008464527,"about_ca_system_score_gemma":0.0008899922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02906312,"about_ca_topic_score_gemma":0.02741584,"domain_scores_codex":[0.9980635,0.000452415,0.00043373,0.0003131157,0.0005609742,0.00017634],"domain_scores_gemma":[0.9959069,0.0007071563,0.002221921,0.0002204326,0.0007070065,0.0002365573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008102129,0.00002403173,0.9980391,0.00003611449,0.00005183192,0.00006442293,0.0002154336,0.00001423594,0.00004026827,0.000009379307,0.0001705831,0.001253638],"study_design_scores_gemma":[0.00001440671,0.00005054702,0.9991375,0.00001807913,0.00003162042,0.0001670292,0.0002526727,0.00003404679,0.00001850659,0.000003613695,0.0002692089,0.00000272686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963458,0.0006847992,0.00004411343,0.00004177387,0.000005617991,0.00002496731,0.00251293,0.000004673188,0.0003352628],"genre_scores_gemma":[0.9943111,0.0009170081,0.00013204,0.00005630858,0.0000117972,0.00007168373,0.004269815,0.00000717326,0.0002229568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02906312,"threshold_uncertainty_score":0.0577879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015921195966148,"score_gpt":0.2919931617113478,"score_spread":0.2718339497516863,"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."}}