{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003581373,0.0002608549,0.0003609298,0.0002559432,0.0001297616,0.00003916806,0.00006016798,0.00009728925,0.0001839218],"category_scores_gemma":[0.00006389796,0.0001942799,0.0000626456,0.0003150135,0.0001389158,0.0001374354,0.000031849,0.000378764,0.00002036982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002439177,"about_ca_system_score_gemma":0.0002437538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001477478,"about_ca_topic_score_gemma":0.004411899,"domain_scores_codex":[0.9978838,0.0001430402,0.0003754661,0.0006380776,0.0006455316,0.0003140703],"domain_scores_gemma":[0.9991763,0.0001084465,0.00005034938,0.0002454939,0.00004473088,0.0003746751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.012564,0.002362488,0.9805626,0.00001345398,0.0001813875,0.00002239903,0.00005746001,0.000007843883,0.00000110598,0.0007479566,0.000161162,0.003318096],"study_design_scores_gemma":[0.01908629,0.0006613482,0.964074,0.00002076258,0.0001062851,0.0001184541,0.00009204559,0.00009868351,3.131608e-7,0.01534958,0.0002184282,0.0001737799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699942,0.006170152,0.000153007,0.02207898,0.0002662819,0.001125492,0.00003742032,0.00005699362,0.0001174208],"genre_scores_gemma":[0.9966933,0.0003076628,0.002469998,0.0001315935,0.0001025952,0.0001165004,0.00009599244,0.00002497241,0.00005736455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02669907,"threshold_uncertainty_score":0.7922504,"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."}}