{"id":"W4300963487","doi":"10.1186/s12888-022-04268-5","title":"Real-world depression, anxiety and safety outcomes of intramuscular ketamine treatment: a retrospective descriptive cohort study","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Telus (Canada)","funders":"","keywords":"Medicine; Ketamine; Depression (economics); Anxiety; Retrospective cohort study; Psychiatry; Cohort; Population; Mental health; Adverse effect; Medical record; Internal medicine","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":[0.001394023,0.000293287,0.0005544559,0.0009134655,0.0005374118,0.0008703002,0.0004734748,0.00043978,0.0009341981],"category_scores_gemma":[0.002675453,0.0004799311,0.000571384,0.001414893,0.0003733787,0.001009258,0.0007186291,0.0006256069,0.0002130628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00062001,"about_ca_system_score_gemma":0.0005737331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003866031,"about_ca_topic_score_gemma":0.004953565,"domain_scores_codex":[0.9987716,0.0002587897,0.0002336096,0.0003504839,0.0002272444,0.0001582487],"domain_scores_gemma":[0.9976022,0.0002929667,0.001411191,0.0002022269,0.0002155792,0.00027586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008652127,0.00004265577,0.9992473,0.000008602175,0.00004381976,0.00006095694,0.00007139846,0.00001285238,0.00005600902,0.000009857335,0.00005738904,0.0003026742],"study_design_scores_gemma":[0.00001960136,0.0002434334,0.9983888,0.00001165381,0.00004444435,0.0004575743,0.0004792683,0.0001612002,0.00003382051,0.00001485656,0.00013916,0.000006346601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990006,0.0001211958,0.00009149875,0.00001941473,0.000003143795,0.00003859141,0.0005654533,0.000001724798,0.0001585652],"genre_scores_gemma":[0.998887,0.0001028514,0.0001056741,0.00003913865,0.000009415293,0.00005300577,0.0007575015,0.000002002526,0.00004348447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003866031,"threshold_uncertainty_score":0.007687032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341349531969328,"score_gpt":0.2786134623385229,"score_spread":0.2651999670188296,"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."}}