{"id":"W4396690777","doi":"10.21203/rs.3.rs-4258655/v1","title":"Hippocampal microstructural changes following electroconvulsive therapy in severe depression","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ste. Anne's Hospital","funders":"Fondation de France","keywords":"Electroconvulsive therapy; Hippocampal formation; Depression (economics); Psychology; Neuroscience; Medicine; Psychiatry; Cognition; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002063394,0.0002315795,0.0002886786,0.0004432231,0.0002649674,0.0002954474,0.0002108869,0.0004132629,0.001655877],"category_scores_gemma":[0.0008170857,0.0001486113,0.0001459317,0.0003795263,0.0005012603,0.0002515132,0.000211764,0.0003901452,0.0001868474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626254,"about_ca_system_score_gemma":0.0002140822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003435342,"about_ca_topic_score_gemma":0.005476451,"domain_scores_codex":[0.9999386,0.00001960375,0.00000602398,0.000007710814,0.00001417815,0.00001385877],"domain_scores_gemma":[0.9996456,0.00007586689,0.0001504357,0.00003583706,0.00003705509,0.00005522399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08694588,0.005242638,0.4457169,0.001188908,0.002003958,0.03289267,0.00329472,0.001953497,0.2724986,0.0009683876,0.002792991,0.1445007],"study_design_scores_gemma":[0.000269042,0.002631843,0.9901527,0.00001976177,0.00008179458,0.003174249,0.0004297488,0.0001498842,0.002429967,0.0003213039,0.000327993,0.00001171659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984963,0.0003874473,0.00004085224,0.00007029559,0.000007268187,0.00001719984,0.00007157658,0.000001839332,0.0009071772],"genre_scores_gemma":[0.9991204,0.0003132488,0.00003209782,0.00003424435,0.00001374677,0.000007533728,0.0000812107,0.000001185636,0.0003963346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003435342,"threshold_uncertainty_score":0.006830692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04835613748473255,"score_gpt":0.4095789249421709,"score_spread":0.3612227874574383,"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."}}