{"id":"W4412400181","doi":"10.1177/20451253251356980","title":"Ketamine-assisted therapy within a community of practice: a novel approach to disordered eating","year":2025,"lang":"en","type":"editorial","venue":"Therapeutic Advances in Psychopharmacology","topic":"Treatment of Major Depression","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver Island University","funders":"","keywords":"Disordered eating; Ketamine; Psychotherapist; Medicine; Eating disorders; Psychology; Psychiatry","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":[0.001024471,0.0006885815,0.001598252,0.0006670896,0.0001484302,0.0000153016,0.0007312204,0.0009023257,0.00004636539],"category_scores_gemma":[0.0008199317,0.0005838557,0.0002040801,0.0009866488,0.0002614547,0.0002135423,0.0001729157,0.002823456,0.000005237025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316682,"about_ca_system_score_gemma":0.000553621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001410114,"about_ca_topic_score_gemma":0.00003632426,"domain_scores_codex":[0.9956238,0.001111235,0.001180941,0.0007601977,0.0007914118,0.0005323673],"domain_scores_gemma":[0.9930586,0.004413079,0.0009559814,0.001008646,0.000415301,0.0001484201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1022763,0.05349165,0.00155006,0.004405838,0.005023187,0.00007370164,0.01399165,0.001053718,0.05524825,0.0002232469,0.2435936,0.5190688],"study_design_scores_gemma":[0.03695433,0.002637216,0.001466319,0.001416049,0.0008696133,0.00002823113,0.001368021,0.0001747036,0.0005075496,0.0003161464,0.9536391,0.0006227444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02028761,0.0629979,0.005032541,0.001485019,0.8618706,0.008351903,0.0003519704,0.0003784029,0.03924401],"genre_scores_gemma":[0.3281223,0.07559599,0.1751682,0.01273336,0.3842837,0.00863101,0.003371179,0.001080814,0.01101349],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.7100455,"threshold_uncertainty_score":0.9996613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224792017639869,"score_gpt":0.4227301332936612,"score_spread":0.3904822131172625,"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."}}