{"id":"W2237310931","doi":"10.4236/ojpsych.2016.61007","title":"Relationship between Cognitive Function and Employment in Japanese Schizophrenia Patients","year":2016,"lang":"en","type":"article","venue":"Open Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Cognition; Depression (economics); Positive and Negative Syndrome Scale; Verbal memory; Psychology; Logistic regression; Working memory; Unemployment; Clinical psychology; Psychiatry; Medicine; Psychosis; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003672002,0.000105778,0.0002500027,0.0002243816,0.00006033905,0.00003659124,0.00009268609,0.00005717534,0.00009555407],"category_scores_gemma":[0.0002292476,0.00006201276,0.00005622104,0.0001577227,0.00004457552,0.0003140825,0.00005753872,0.0001991617,0.00003513198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007146639,"about_ca_system_score_gemma":0.0003245914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002992167,"about_ca_topic_score_gemma":0.0001941006,"domain_scores_codex":[0.998904,0.00009918361,0.0003822698,0.0001433351,0.0003076736,0.0001634978],"domain_scores_gemma":[0.9990902,0.0002094534,0.0001926553,0.0001030144,0.000156437,0.0002482522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01298515,0.0003171129,0.9648776,0.00001136254,0.0001007911,0.00001099333,0.00004857563,2.650111e-8,0.000007175774,0.0005148749,0.0003030039,0.02082332],"study_design_scores_gemma":[0.02516181,0.001988976,0.9612468,0.0006309375,0.0001564634,0.00003096197,0.0001386344,1.459267e-7,0.00001675964,0.01053596,0.00002551973,0.00006706587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934993,0.0004250354,0.00003045031,0.0050318,0.000221868,0.0003877966,0.00001356081,0.000003172822,0.0003869977],"genre_scores_gemma":[0.9974813,0.00002366862,0.001993749,0.00006705953,0.00020998,0.000008627929,0.000007284647,0.00001291308,0.0001953562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02075626,"threshold_uncertainty_score":0.2528807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007668287263456,"score_gpt":0.3308098342721186,"score_spread":0.2907331513994841,"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."}}