{"id":"W4367679603","doi":"10.1101/2023.04.27.23288927","title":"Understanding priorities and needs for child and adolescent mental health in Greece from multiple informants: an open resource","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Centre for Addiction and Mental Health","funders":"Stavros Niarchos Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Society for Psychotherapy Research; World Health Organization","keywords":"Mental health; Focus group; Mental health literacy; Viewpoints; Resource (disambiguation); Medical education; Health care; Nursing; Needs assessment; Psychology; Medicine; Mental illness; Psychiatry; Political science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001876225,0.0003833104,0.0008176182,0.0003809037,0.001325699,0.0001103937,0.0004785592,0.0003775462,0.00001200535],"category_scores_gemma":[0.0001487493,0.0003692856,0.00004418977,0.000170528,0.0001026873,0.0002404865,0.002236982,0.001692446,0.000005895278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005358639,"about_ca_system_score_gemma":0.0005343966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003012927,"about_ca_topic_score_gemma":0.009129124,"domain_scores_codex":[0.9967567,0.0004844588,0.001023856,0.0006679808,0.0002354387,0.000831568],"domain_scores_gemma":[0.9981424,0.0003688546,0.0004976834,0.0005066569,0.00003057301,0.0004538312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007325983,0.000194641,0.909094,0.005786395,0.0000496397,0.000002806812,0.05874905,0.00002162846,0.000009570881,0.001528143,0.02089754,0.002934026],"study_design_scores_gemma":[0.006788032,0.0002397215,0.8339111,0.02112265,0.00002148775,0.000002320475,0.06722194,0.003386296,0.000003351528,0.002866887,0.06375737,0.0006788219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424872,0.0019745,0.0006968,0.03859305,0.001769675,0.01084809,0.002605772,0.0002834979,0.0007414229],"genre_scores_gemma":[0.9825816,0.004975861,0.0005239206,0.009242453,0.0007261056,0.00008804257,0.001247135,0.0001207541,0.0004941986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07518284,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2542032472888635,"score_gpt":0.4214743365959457,"score_spread":0.1672710893070823,"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."}}