{"id":"W1570510359","doi":"10.1111/eip.12029","title":"Cognitive remediation in schizophrenia: efficacy and effectiveness in patients with early versus long‐term course of illness","year":2013,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Neurocognitive; Cognitive remediation therapy; Psychology; Schizophrenia (object-oriented programming); Cognition; Clinical psychology; Executive functions; Competence (human resources); Psychiatry","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":[0.0002627787,0.0001790413,0.0003380664,0.0004684582,0.00002207847,0.00002652811,0.00006402772,0.0001058196,0.00006802464],"category_scores_gemma":[0.0000885539,0.0001472835,0.00006878946,0.0004551698,0.0001003406,0.000285976,0.00003358186,0.0003102501,0.00002092033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118129,"about_ca_system_score_gemma":0.00008590071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009304369,"about_ca_topic_score_gemma":0.00342406,"domain_scores_codex":[0.9985238,0.000219772,0.0004084917,0.0003217017,0.0002718886,0.0002543013],"domain_scores_gemma":[0.9992548,0.0001647465,0.0001397697,0.0001659986,0.000165231,0.0001094209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04922899,0.002575294,0.9228854,0.000199811,0.0001066224,0.000009819375,0.0003250078,0.000001113395,0.00000488996,0.00009028304,0.000002876034,0.0245699],"study_design_scores_gemma":[0.07966406,0.004249339,0.9127783,0.002655939,0.00004120834,0.00000129464,0.000152471,0.000009051076,0.00007829521,0.0002474855,4.350455e-8,0.0001225538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973224,0.0003860311,0.00003076658,0.00009198014,0.0004132605,0.001700777,0.00001323994,0.00001410045,0.00002747312],"genre_scores_gemma":[0.99946,0.00001245791,0.0001659769,0.000004720607,0.00003386172,0.0002240266,0.00007140409,0.0000207612,0.000006777339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03043507,"threshold_uncertainty_score":0.6006047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009892032003136448,"score_gpt":0.2969569449888375,"score_spread":0.2870649129857011,"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."}}