{"id":"W1983351472","doi":"10.1038/tp.2015.50","title":"Neuropsychological and functional outcomes in recent-onset major depression, bipolar disorder and schizophrenia-spectrum disorders: a longitudinal cohort study","year":2015,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Fonds de Recherche du Québec - Santé","keywords":"Neuropsychology; Psychomotor learning; Psychology; Bipolar disorder; Cohort; Schizophrenia (object-oriented programming); Depression (economics); Psychiatry; Cognition; Bipolar I disorder; Clinical psychology; Medicine; Mania; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002183189,0.0005393259,0.0005122945,0.0008732795,0.001267201,0.001043383,0.000611892,0.0008403267,0.0009802445],"category_scores_gemma":[0.002543672,0.0007080272,0.0009539038,0.001113521,0.0003678332,0.0007182545,0.0008640856,0.001138259,0.0002876433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006524778,"about_ca_system_score_gemma":0.0008260211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02303225,"about_ca_topic_score_gemma":0.03312244,"domain_scores_codex":[0.9992707,0.0001912595,0.00008068066,0.0001933952,0.0001228821,0.0001410164],"domain_scores_gemma":[0.99815,0.0001712851,0.000583392,0.00033031,0.0002644134,0.000500594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005855148,0.0001485663,0.9974602,0.000009061329,0.0002169991,0.0001427515,0.0002071918,0.00002264292,0.0002795616,0.00001737781,0.0001177182,0.0007925121],"study_design_scores_gemma":[0.00004826527,0.0002689975,0.9988856,0.000007610414,0.00009405834,0.0002043182,0.0002259919,0.0001001184,0.00002508314,0.00001873942,0.0001142665,0.000006926395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993013,0.0001589008,0.00006072604,0.00002511503,0.000006485207,0.00002193246,0.0003371752,0.000002018056,0.00008638751],"genre_scores_gemma":[0.9986346,0.0001480349,0.0001457763,0.00003445144,0.000011528,0.00003779387,0.0007722278,0.000002259673,0.0002133806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02303225,"threshold_uncertainty_score":0.04579639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197358489663794,"score_gpt":0.3138115701865835,"score_spread":0.2818379852899455,"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."}}