{"id":"W4226057817","doi":"10.1186/s12888-022-03789-3","title":"Neurocognitive effects of repeated ketamine infusion treatments in patients with treatment resistant depression: a retrospective chart review","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ketamine; Neurocognitive; Treatment-resistant depression; Depression (economics); Cognition; Antidepressant; Medicine; Anesthesia; Major depressive disorder; Repeated measures design; Psychiatry; Psychology; Internal medicine; Hippocampus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001103316,0.0003868483,0.0008138557,0.000259476,0.0001473736,0.00000468592,0.0001032375,0.00006224953,0.0001622504],"category_scores_gemma":[0.00008700127,0.0002631707,0.0001782665,0.0006621383,0.00004446974,0.0000813797,0.0001121285,0.0002106687,0.000007676753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005966907,"about_ca_system_score_gemma":0.0002212258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008808383,"about_ca_topic_score_gemma":0.00004853165,"domain_scores_codex":[0.9973646,0.0003182009,0.0005243573,0.0007041194,0.0007785485,0.0003102077],"domain_scores_gemma":[0.9985695,0.00006786914,0.0004100967,0.0006923812,0.000117271,0.0001428463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006897077,0.00670524,0.9821478,0.0009678426,0.0001938622,0.00004322406,0.000110058,0.000002074658,0.0002891174,0.000006030219,0.0004866315,0.002151015],"study_design_scores_gemma":[0.02605899,0.0120325,0.9545968,0.005291631,0.0008416919,0.00001858797,0.00004094572,0.000005175096,0.0006985084,0.00002084144,0.0001909827,0.0002033454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845875,0.009322064,0.000003631084,0.0001969787,0.0003171816,0.004393222,0.00007677526,0.00007910935,0.001023554],"genre_scores_gemma":[0.995902,0.0008566584,0.0008764384,0.0002827425,0.00004218635,0.0009608574,0.0003871876,0.00006381661,0.0006280815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02755103,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005794701406750459,"score_gpt":0.2351787023966254,"score_spread":0.2293840009898749,"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."}}