{"id":"W4414709193","doi":"10.1192/j.eurpsy.2025.10113","title":"Active treatment of affective disturbances may improve functional outcomes in patients in the early state of psychosis: Results of the PRONIA study","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Turun Yliopistollinen Keskussairaala; European Commission","keywords":"Neurocognitive; Psychosocial; Baseline (sea); Rehabilitation; Cognition","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":[0.002325207,0.0004247028,0.0005604418,0.0003887491,0.0003374929,0.0007656092,0.0003542835,0.0003876817,0.001154866],"category_scores_gemma":[0.005125387,0.0002270997,0.0008655673,0.0004909096,0.0003196866,0.0004389642,0.0007273202,0.0005697398,0.0001326287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004734409,"about_ca_system_score_gemma":0.0004535131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003771423,"about_ca_topic_score_gemma":0.005357853,"domain_scores_codex":[0.9991601,0.0004950709,0.00007498606,0.00007641765,0.00009105031,0.0001023918],"domain_scores_gemma":[0.9977621,0.000743558,0.0007519879,0.0001577157,0.000142725,0.0004419587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005659558,0.0004695398,0.9818748,0.0001032778,0.0005328888,0.0001388287,0.0004406168,0.0001011611,0.0001684756,0.00003831605,0.0002372261,0.01023533],"study_design_scores_gemma":[0.0003041756,0.0008355783,0.998099,0.00002635212,0.0001574869,0.0000631641,0.0001985633,0.00007669464,0.0000209475,0.00002422528,0.0001881073,0.000005681778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984175,0.0007952637,0.0000417185,0.0001091748,0.00001016582,0.00004167591,0.0002132221,0.000002287229,0.0003691332],"genre_scores_gemma":[0.9992969,0.0002217967,0.0000670509,0.00004852112,0.000008770581,0.00003294941,0.0002126917,0.000001083518,0.0001101819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003771423,"threshold_uncertainty_score":0.01229703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206898671884985,"score_gpt":0.2893978114366262,"score_spread":0.2773288247177763,"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."}}