{"id":"W6927242695","doi":"10.3389/fpsyt.2021.612471.s002","title":"Data_Sheet_2_The Role of Peripheral Inflammation in Clinical Outcome and Brain Imaging Abnormalities in Psychosis: A Systematic Review.pdf","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroimaging; Psychosis; Inflammation; Schizophrenia (object-oriented programming); Biomarker; Brain size; Meta-analysis; Antipsychotic","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005610643,0.001829749,0.008684644,0.01365854,0.0006540661,0.003159121,0.002969008,0.00268594,0.1749674],"category_scores_gemma":[0.03368176,0.001253733,0.00728905,0.01499511,0.00071133,0.004476148,0.002122444,0.001295831,0.008877634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003710069,"about_ca_system_score_gemma":0.01069367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007682055,"about_ca_topic_score_gemma":0.0170672,"domain_scores_codex":[0.996016,0.0008120508,0.001527945,0.0003690596,0.001042684,0.0002321423],"domain_scores_gemma":[0.9773167,0.01297156,0.006156858,0.0004277038,0.002807189,0.0003199807],"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":[0.000188512,0.00000661213,0.0002957528,0.9668436,0.001089927,0.00003891698,0.00005434766,0.00005020952,0.0001147032,0.0002636502,0.0218949,0.009158719],"study_design_scores_gemma":[0.001683638,0.00015938,0.006458922,0.8628969,0.01148706,0.0003338642,0.0002090124,0.0001659693,0.000289687,0.001235811,0.1149979,0.00008198276],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003133542,0.3109538,0.002197243,0.008040616,0.001745734,0.02027003,0.6425976,0.000700045,0.0103615],"genre_scores_gemma":[0.03155963,0.596604,0.0148334,0.01884568,0.001908192,0.1167438,0.1924574,0.0005169791,0.02653086],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1749674,"threshold_uncertainty_score":0.5853243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100532568313352,"score_gpt":0.334531265312808,"score_spread":0.3035259396296744,"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."}}