{"id":"W2062308928","doi":"10.1155/2014/410472","title":"A Preliminary Study of the Influence of Age of Onset and Childhood Trauma on Cortical Thickness in Major Depressive Disorder","year":2014,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Algorithm; Artificial intelligence; Medicine; Machine learning; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.000808258,0.00007525282,0.0001522215,0.0003194165,0.00009080966,0.000009688232,0.0004457955,0.0000371902,0.0000102271],"category_scores_gemma":[0.02187537,0.00005215103,0.00002977543,0.0004354716,0.0008070248,0.00007279322,0.0004390538,0.0002840176,0.000001183635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002825649,"about_ca_system_score_gemma":0.00004162363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002061444,"about_ca_topic_score_gemma":0.0001827211,"domain_scores_codex":[0.9975045,0.0007011059,0.0002627608,0.0002905063,0.001091248,0.0001498975],"domain_scores_gemma":[0.9919729,0.007476878,0.00009717983,0.0002219312,0.0002011413,0.00002992666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001992939,0.007521727,0.7855626,0.000127304,0.00008221259,0.00002072135,0.007547733,0.0008718577,0.188109,0.004923697,0.000251508,0.002988699],"study_design_scores_gemma":[0.001298733,0.001006299,0.9782838,0.00009064565,0.000003139342,0.000005811328,0.0004458038,0.0002697437,0.0175302,0.000980155,0.00004214801,0.00004350128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975303,0.000008856699,0.000007157153,0.001551368,0.0001194041,0.0004536613,0.00004366636,0.000003972731,0.000281614],"genre_scores_gemma":[0.9997867,0.000004425907,0.00001208874,0.00006447984,0.00001966873,0.00005960725,0.000001012255,0.00000605782,0.00004593251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1927212,"threshold_uncertainty_score":0.9863638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04948733013265886,"score_gpt":0.351785577897035,"score_spread":0.3022982477643761,"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."}}