{"id":"W2964782455","doi":"10.1002/hbm.24746","title":"Practical recommendations to conduct a neuroimaging meta‐analysis for neuropsychiatric disorders","year":2019,"lang":"en","type":"review","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adler","funders":"National Institute of Mental Health; Deutsche Forschungsgemeinschaft","keywords":"Neuroimaging; Meta-analysis; Psychology; Neuroscience; Psychiatry; Medicine; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.001018846,0.0007338561,0.0030394,0.001944148,0.001145857,0.0003001977,0.000594873,0.000133289,0.0002410537],"category_scores_gemma":[0.01729428,0.0006738572,0.00328551,0.003491652,0.0000996558,0.0003270796,0.0004350471,0.0007071033,0.0002514107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000120586,"about_ca_system_score_gemma":0.0001943643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001515956,"about_ca_topic_score_gemma":0.00005174675,"domain_scores_codex":[0.9946531,0.001302769,0.000899961,0.002038457,0.0004254542,0.0006802407],"domain_scores_gemma":[0.9639741,0.03420599,0.0006333087,0.0009460758,0.00008496515,0.0001555154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003245728,0.0009331994,0.00002448361,0.03011625,0.1217846,0.0000360695,0.0009178498,0.0005250454,0.0005546505,0.07635782,0.6516736,0.1170439],"study_design_scores_gemma":[0.0001331719,0.00007887325,0.00001325701,0.0001377399,0.05965512,0.00001702944,0.00003781302,0.00007852972,2.514779e-7,0.0005381383,0.9387119,0.0005981383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002394436,0.8031933,0.04258483,0.1411782,0.002029773,0.007276185,0.0004952252,0.0005040995,0.00273593],"genre_scores_gemma":[0.0001151746,0.9449576,0.008657685,0.03456227,0.0008273973,0.003717628,0.0002447746,0.0004160978,0.006501443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2870383,"threshold_uncertainty_score":0.9995713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5028052649069745,"score_gpt":0.4655958185235624,"score_spread":0.03720944638341217,"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."}}