{"id":"W4414383424","doi":"10.3389/fpsyt.2025.1568017","title":"A clinical protocol for group-based ketamine-assisted therapy in a community of practice: the Roots To Thrive model","year":2025,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; University of British Columbia","funders":"","keywords":"Protocol (science); Indigenous; MEDLINE; Clinical trial; Patient safety; Intervention (counseling)","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":[0.04436655,0.00247004,0.002284512,0.002989942,0.006986436,0.003761604,0.004245151,0.004632551,0.07744528],"category_scores_gemma":[0.05158468,0.002090629,0.002493827,0.002132782,0.003122305,0.004263586,0.005220217,0.007856279,0.02492423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008245069,"about_ca_system_score_gemma":0.04646389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002791119,"about_ca_topic_score_gemma":0.009255093,"domain_scores_codex":[0.9666446,0.02205448,0.004632302,0.002188736,0.002827601,0.001652249],"domain_scores_gemma":[0.9689524,0.007287841,0.002598653,0.004849393,0.01223036,0.0040814],"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":[0.02239684,0.02101666,0.004303643,0.02648173,0.0002781138,0.003955654,0.03108772,0.006222886,0.007520199,0.05914581,0.3299098,0.4876809],"study_design_scores_gemma":[0.04158579,0.01147882,0.01119336,0.02190546,0.0001797813,0.001326286,0.01078449,0.004374371,0.003559637,0.02792636,0.8651359,0.0005497087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001807139,0.0002163501,0.0123542,0.001091065,0.0003863064,0.9765094,0.001176071,0.0001539974,0.006305467],"genre_scores_gemma":[0.001372733,0.0001479982,0.01967495,0.0003559426,0.00003175728,0.9771006,0.0002843482,0.00001528231,0.001016299],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07744528,"threshold_uncertainty_score":0.2590802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04470911780747337,"score_gpt":0.4365511623735417,"score_spread":0.3918420445660683,"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."}}