{"id":"W3129038266","doi":"10.1371/journal.pone.0246592","title":"Oxolipidomics profile in major depressive disorder: Comparing remitters and non-remitters to repetitive transcranial magnetic stimulation treatment","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Research Manitoba","keywords":"Transcranial magnetic stimulation; Deep transcranial magnetic stimulation; Medicine; Major depressive disorder; Stimulation; Psychiatry; Psychology; Physical medicine and rehabilitation; Mood; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002002623,0.0001850792,0.0003740778,0.0005375422,0.0002474335,0.0002458505,0.00009914148,0.0002849863,0.001016495],"category_scores_gemma":[0.0005826583,0.000107259,0.0001739126,0.0002315627,0.0001125781,0.0001457441,0.0001622135,0.0001940417,0.000183041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710916,"about_ca_system_score_gemma":0.00009287117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104575,"about_ca_topic_score_gemma":0.00180285,"domain_scores_codex":[0.9999251,0.00001765467,0.00001339032,0.00001538239,0.00001653546,0.00001192851],"domain_scores_gemma":[0.9998185,0.0000226967,0.00007207178,0.000008593787,0.00002689984,0.00005120891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005689274,0.0003174321,0.9553728,0.00009684511,0.0001954041,0.0007208557,0.0005845163,0.00005913781,0.02222123,0.00002381015,0.0001674072,0.01455127],"study_design_scores_gemma":[0.00002217032,0.0009152447,0.9979658,0.000005418344,0.00003296416,0.0004423269,0.000159154,0.00006080304,0.0002747083,0.00001264894,0.0001061849,0.000002518959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994949,0.0002303724,0.00002008954,0.00001450352,0.000002573566,0.00001051098,0.00006064306,0.000001610307,0.0001647157],"genre_scores_gemma":[0.9992235,0.0001894047,0.00007378794,0.00003492013,0.000006080716,0.00001236083,0.0002187028,8.580236e-7,0.0002405194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001104575,"threshold_uncertainty_score":0.003400505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565402192781571,"score_gpt":0.2541480448111604,"score_spread":0.2084940228833447,"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."}}