{"id":"W4413950766","doi":"10.1016/j.lanepe.2025.101446","title":"Clinical and functioning outcomes during the establishment phase of Ukraine's community mental health teams: a descriptive analysis","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Europe","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Direktion für Entwicklung und Zusammenarbeit; Trinity College Dublin; Direktoratet for Utviklingssamarbeid; World Health Organization; United States Agency for International Development","keywords":"Descriptive statistics; Mental health; Descriptive research; Phase (matter); Psychology; Psychiatry; Sociology; Social science; Statistics","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":[0.0008194455,0.000183524,0.000406489,0.001894885,0.0004974157,0.0006096875,0.0003883787,0.0002453543,0.001052108],"category_scores_gemma":[0.001996361,0.000147464,0.00049393,0.00173035,0.000366469,0.0005066487,0.0008271746,0.000447825,0.0001793422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009878903,"about_ca_system_score_gemma":0.0009331982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01314942,"about_ca_topic_score_gemma":0.01158671,"domain_scores_codex":[0.999382,0.00009481712,0.0001046836,0.00009537169,0.0001483508,0.000174673],"domain_scores_gemma":[0.9982477,0.0003317976,0.0008013824,0.00007182555,0.0002673393,0.000279951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007222801,0.00006240574,0.9973496,0.00001567199,0.00002032454,0.0000710124,0.0003851973,0.00006130327,0.00005515213,0.00001193044,0.0001012702,0.001793825],"study_design_scores_gemma":[0.000001807137,0.00009081745,0.9988151,0.00000580797,0.000006694796,0.00008461413,0.0007841421,0.00007136146,0.00002197906,0.000006107901,0.0001087943,0.000002823816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988883,0.00007143035,0.00002857534,0.00001357681,0.000001302758,0.00002345767,0.0007069565,0.000002693348,0.0002636877],"genre_scores_gemma":[0.9987044,0.00006219905,0.00004575411,0.000009359067,0.000003219488,0.00004552308,0.001002006,0.000001596601,0.0001258585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01314942,"threshold_uncertainty_score":0.02614576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1468970928953658,"score_gpt":0.4763461549127938,"score_spread":0.329449062017428,"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."}}