{"id":"W4381046717","doi":"10.1111/bdi.13357","title":"Ketamine infusions for treatment‐resistant bipolar depression: Commentary","year":2023,"lang":"en","type":"letter","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Dysthymic Disorder; Bipolar disorder; Depression (economics); Psychiatry; Suicidal ideation; Mood disorders; Major depressive disorder; Anxiety; Mood; Population; Psychology; Medicine; Clinical psychology; Poison control; Suicide prevention","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000163944,0.001202564,0.001445246,0.000716458,0.0006489053,0.00007768699,0.0003857842,0.001301181,0.0003419365],"category_scores_gemma":[0.0000909883,0.0009702295,0.001262413,0.0005713972,0.0002263477,0.0001132277,0.0001798023,0.0008577601,0.0003218403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004923147,"about_ca_system_score_gemma":0.0002953974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002153304,"about_ca_topic_score_gemma":0.003402755,"domain_scores_codex":[0.9957662,0.0001549551,0.000791379,0.001288744,0.0007168382,0.001281848],"domain_scores_gemma":[0.9971832,0.0005498679,0.0003055508,0.001515638,0.0001199366,0.000325823],"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":[0.000289659,0.0008205989,0.02745866,0.0005958366,0.001908669,0.0001088051,0.0001820726,0.00000107078,0.0001818392,0.000008393597,0.820057,0.1483874],"study_design_scores_gemma":[0.006310853,0.001705532,0.01441613,0.0002985355,0.002793376,0.00003534524,0.00009566599,0.00005100007,0.0001072804,0.0001935297,0.9731386,0.0008541993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005752838,0.2766475,0.000170208,0.7106329,0.00133174,0.005296908,0.00400194,0.0009049993,0.0004386212],"genre_scores_gemma":[0.001402554,0.2425254,0.002574338,0.6349276,0.007917588,0.005463975,0.06925245,0.00181228,0.03412376],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1530816,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477931117105006,"score_gpt":0.2803189420231208,"score_spread":0.2555396308520707,"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."}}