{"id":"W2568653496","doi":"10.1016/j.jpsychires.2016.12.023","title":"Representativeness of clinical PET study participants with schizophrenia: A systematic review","year":2017,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Antipsychotic; Medicine; Psychiatry; Schizophrenia (object-oriented programming); Positive and Negative Syndrome Scale; Comorbidity; Internal medicine; Psychopathology; Substance abuse; Psychology; Clinical psychology; Psychosis","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02788898,0.0005622913,0.01168015,0.00169489,0.0002587313,0.0001076635,0.001555276,0.000199269,0.0001014538],"category_scores_gemma":[0.01095313,0.0002803269,0.002180219,0.001680035,0.0004553499,0.0001477325,0.0002978523,0.003576621,0.00009332366],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252255,"about_ca_system_score_gemma":0.01051322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005108128,"about_ca_topic_score_gemma":0.00003884355,"domain_scores_codex":[0.9792129,0.007972538,0.006071307,0.0006986298,0.00513768,0.0009069768],"domain_scores_gemma":[0.9842864,0.003114533,0.005778144,0.002649174,0.003074022,0.001097737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00685156,0.003888933,0.00218925,0.8999175,0.007197985,0.005857694,0.00003405844,5.51113e-8,1.056858e-8,0.00003219771,0.001603006,0.07242779],"study_design_scores_gemma":[0.01070324,0.01590277,0.001567242,0.9332564,0.02676856,0.004409789,0.0002608143,0.000001248255,1.576255e-7,0.00007778326,0.006762519,0.0002894916],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008979573,0.9887366,0.000004151258,0.0003231509,0.0003097676,0.009408507,0.00002183096,0.000007834135,0.0002902577],"genre_scores_gemma":[0.001234259,0.9956614,0.001370379,0.000006840118,0.0007413151,0.0004017273,0.000008146165,0.00008883968,0.0004871241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07213829,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5416220706748002,"score_gpt":0.6347384742851994,"score_spread":0.09311640361039919,"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."}}