{"id":"W4415028870","doi":"10.22551/msj.2025.01.07","title":"EFFICACY OF COMPUTER-ASSISTED COGNITIVE STIMULATION IN PSYCHIATRIC DISORDERS: CORRELATIONS BETWEEN DIAGNOSIS, TREATMENT AND EVOLUTION OF COGNITIVE SCORES","year":2025,"lang":"en","type":"article","venue":"Revista Medico-Chirurgicala","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Schizophrenia (object-oriented programming); Brain stimulation; Neurocognitive; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001163112,0.0001731739,0.0002967295,0.0006435375,0.0001220854,0.0003141485,0.0001694072,0.0002605181,0.0006439795],"category_scores_gemma":[0.005604437,0.00005502579,0.0003995281,0.0003589739,0.000225942,0.0001875616,0.000210654,0.0003037948,0.00007425248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888275,"about_ca_system_score_gemma":0.0003422187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187851,"about_ca_topic_score_gemma":0.001664284,"domain_scores_codex":[0.9992849,0.0003121825,0.0000765531,0.00006049246,0.0002184802,0.00004739557],"domain_scores_gemma":[0.9962047,0.002030582,0.00115022,0.0001385736,0.0002292032,0.0002467112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007432327,0.006580011,0.7713525,0.0006956785,0.0008524757,0.0001156482,0.000670991,0.0008951544,0.002028872,0.00007426601,0.0002705476,0.2090316],"study_design_scores_gemma":[0.0001159681,0.004925549,0.9934675,0.00005108472,0.0001950695,0.00008604092,0.0001376252,0.0004217288,0.0003352078,0.0000402392,0.0002137476,0.00001021227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997955,0.0009217382,0.00008976768,0.00003996006,0.00000843576,0.00004699304,0.00006623726,0.000004554671,0.0008673673],"genre_scores_gemma":[0.9993298,0.0003108081,0.0001425349,0.00001573857,0.00001278164,0.0000218451,0.00006753392,6.756019e-7,0.00009839302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001187851,"threshold_uncertainty_score":0.006151199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04067796974940982,"score_gpt":0.4045032243658203,"score_spread":0.3638252546164105,"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."}}