{"id":"W4401926182","doi":"10.1192/j.eurpsy.2024.958","title":"Relationship between MASC scores and diagnosis in a sample of children and adolescents in Spain","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Medical research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Psychology; Sample (material); Developmental psychology; Clinical psychology; Physics","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":[0.000418433,0.00007856204,0.0001454143,0.000230724,0.00001508963,0.00001325354,0.00003922218,0.00002705771,0.0000221836],"category_scores_gemma":[0.0005650697,0.00006304139,0.00002225295,0.000235789,0.00006642575,0.00003742755,0.00004586486,0.0002376761,0.00001723907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001526009,"about_ca_system_score_gemma":0.00004938288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002129245,"about_ca_topic_score_gemma":0.000129145,"domain_scores_codex":[0.999102,0.0001602724,0.0002043773,0.0002085893,0.0001703235,0.0001544314],"domain_scores_gemma":[0.9994628,0.0002404761,0.00001724189,0.0001137321,0.000005798134,0.0001599553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003827548,0.0001229305,0.9901953,0.000260729,0.00001737042,0.00003923355,0.0001875778,5.07497e-8,9.811877e-7,0.0002106997,0.000556609,0.008370265],"study_design_scores_gemma":[0.001354802,0.0001756306,0.9949185,0.002535103,0.00002297519,0.000005533337,0.00002703187,0.00000870366,0.000002797777,0.0008550132,0.00004841991,0.00004549499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917365,0.006025806,0.00002227471,0.00138193,0.00004826389,0.0002429383,0.0000352325,0.00001559525,0.0004915084],"genre_scores_gemma":[0.9989496,0.0001802398,0.000618734,0.00005746766,0.0000982777,0.000004520308,0.00003594231,0.0000172667,0.00003789757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00832477,"threshold_uncertainty_score":0.2570753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942964823698136,"score_gpt":0.3205667238578819,"score_spread":0.2911370756209005,"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."}}