{"id":"W4385839231","doi":"10.7870/cjcmh-2023-015","title":"Implementation of Action-Based Cognitive Remediation in First Episode Psychosis: A Multi-Method Evaluation of Feasibility and Efficacy","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Manitoba","funders":"","keywords":"Cognitive remediation therapy; Cognition; Intervention (counseling); Psychosis; Clinical psychology; Psychology; Action (physics); Stigma (botany); Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01171026,0.001001647,0.001262819,0.001305071,0.001002917,0.0005882285,0.001043087,0.0009442726,0.002308053],"category_scores_gemma":[0.01267828,0.0006459554,0.001014588,0.0005723758,0.0007984416,0.0006276045,0.001089351,0.0006542644,0.0002054374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000969062,"about_ca_system_score_gemma":0.0020345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839269,"about_ca_topic_score_gemma":0.003763912,"domain_scores_codex":[0.9895382,0.007597557,0.000743613,0.0006303172,0.0009667199,0.0005236254],"domain_scores_gemma":[0.9929294,0.00452761,0.0009040348,0.000571901,0.00052902,0.0005380834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08187532,0.2149152,0.01816451,0.003133695,0.0006785824,0.0003576993,0.01360723,0.002989897,0.01957609,0.0003488598,0.0002878463,0.644065],"study_design_scores_gemma":[0.07547497,0.7852051,0.1122727,0.0003632573,0.0009831265,0.0002621082,0.002879868,0.007468616,0.01272388,0.0003807023,0.001735819,0.0002498853],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887554,0.0001487137,0.002430246,0.00004690506,0.00001494048,0.008067507,0.00003313292,0.0000385917,0.0004644677],"genre_scores_gemma":[0.9585251,0.0003278654,0.02621452,0.0000727477,0.00003920841,0.01412172,0.0000538361,0.00001297168,0.0006320059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171026,"threshold_uncertainty_score":0.0619306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2399345223152551,"score_gpt":0.5152772151822258,"score_spread":0.2753426928669707,"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."}}