{"id":"W2345646225","doi":"10.1177/070674371506000109","title":"Book Reviews/Revues de livre: Electroconvulsive Therapy: Electroconvulsive Therapy in Children and Adolescents","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Electroconvulsive therapy; Psychology; Psychotherapist; Psychiatry; Medicine; Schizophrenia (object-oriented programming)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001320839,0.0003942791,0.0008186305,0.0004667167,0.0002304497,0.00006630775,0.0004235557,0.0001510707,0.00005911951],"category_scores_gemma":[0.0001460752,0.0002673715,0.0002134537,0.0004603084,0.0002801612,0.0001879741,0.00001416923,0.001138344,0.00001471383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005628727,"about_ca_system_score_gemma":0.00454637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003219155,"about_ca_topic_score_gemma":0.03411428,"domain_scores_codex":[0.9974038,0.0004257194,0.000731504,0.0002758191,0.0002836459,0.0008794925],"domain_scores_gemma":[0.9977976,0.00004348879,0.000529069,0.0003606154,0.0003919702,0.0008772712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001334992,0.0001586593,0.8979043,0.00003339152,0.000612423,0.00005794693,0.003249064,0.000001287511,0.001252838,0.0004308306,0.08816389,0.006800398],"study_design_scores_gemma":[0.02094252,0.01152172,0.8658648,0.001859842,0.0003350374,0.009130297,0.0009664627,0.000007622265,0.004408617,0.01412159,0.06981186,0.00102968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5350028,0.4401014,0.00001058361,0.02330402,0.0002254884,0.001160459,0.000003574768,0.00001082166,0.0001809037],"genre_scores_gemma":[0.8917994,0.07430337,0.0005023138,0.0314657,0.001408363,0.00004416749,0.000004714303,0.00008960941,0.0003823056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.365798,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571043279257414,"score_gpt":0.2652948914469536,"score_spread":0.2495844586543794,"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."}}