{"id":"W4210635641","doi":"10.31219/osf.io/ag6u7","title":"Subcutaneous and Intramuscular Parental Ketamine for Treatment of Depression: Clinical Treatment Protocol","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Treatment of Major Depression","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services","funders":"","keywords":"Ketamine; Depression (economics); Medicine; Treatment-resistant depression; Antidepressant; Intramuscular injection; Protocol (science); Clinical trial; Anesthesia; Psychiatry; Internal medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004846001,0.001281606,0.001937922,0.0006637131,0.003671612,0.001294465,0.001947637,0.002857782,0.09220987],"category_scores_gemma":[0.007169034,0.001024872,0.001027883,0.0007938006,0.00105375,0.001123236,0.001802691,0.003650663,0.03106208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003241946,"about_ca_system_score_gemma":0.01100216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003786454,"about_ca_topic_score_gemma":0.01203503,"domain_scores_codex":[0.9980804,0.000739184,0.0003256517,0.0002061377,0.0003173968,0.0003312554],"domain_scores_gemma":[0.9966528,0.0005050626,0.0002776663,0.0004741966,0.0009915072,0.001098875],"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":[0.1456778,0.04827428,0.003479187,0.005981544,0.0002278894,0.001250297,0.001092864,0.002290556,0.007781702,0.008977927,0.5152317,0.2597342],"study_design_scores_gemma":[0.1430191,0.0315174,0.03104435,0.00351402,0.0002707529,0.001354735,0.0007195647,0.001795775,0.004444843,0.005851647,0.7762394,0.0002283836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01891557,0.0009005258,0.007029986,0.002625908,0.000680746,0.9275071,0.0128507,0.0005132979,0.02897606],"genre_scores_gemma":[0.01128997,0.001117704,0.01218981,0.002125578,0.0002315126,0.9575641,0.006427701,0.00006546349,0.008988325],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09220987,"threshold_uncertainty_score":0.3084728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08115241708589399,"score_gpt":0.4322686953277685,"score_spread":0.3511162782418745,"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."}}