{"id":"W4303649177","doi":"10.1093/milmed/usac291","title":"Randomized Controlled Trial of a Brief Mindfulness-Based Intervention for Suicidal Ideation Among Veterans","year":2022,"lang":"en","type":"article","venue":"Military Medicine","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Suicidal ideation; Randomized controlled trial; Medicine; Clinical psychology; Psychiatry; Intervention (counseling); Emergency department; Poison control; Suicide prevention; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003751305,0.0001962214,0.001454962,0.0003746868,0.0002020526,0.000002636412,0.000241567,0.00006771968,0.03869881],"category_scores_gemma":[0.000565765,0.0001511434,0.001153131,0.0002196104,0.0002697999,0.00004681899,0.00003508999,0.0001926609,0.000003655992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005212996,"about_ca_system_score_gemma":0.00003296051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003188724,"about_ca_topic_score_gemma":0.0001776109,"domain_scores_codex":[0.996029,0.001466669,0.001522685,0.000341303,0.0004072304,0.0002330651],"domain_scores_gemma":[0.9974988,0.001472777,0.0004249851,0.0003768507,0.000151431,0.00007521285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9716338,0.001106847,0.00003996201,0.00007067182,0.0003937975,0.000005126457,0.0006034234,0.0001607064,0.00001876594,0.01108201,0.009679493,0.005205415],"study_design_scores_gemma":[0.9827441,0.003103121,0.0002582113,0.0001094802,0.0005184237,0.000003418397,0.001746542,0.006260545,0.0001986506,0.003915235,0.001009599,0.000132666],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7231619,0.0007237279,0.2640818,0.001082039,0.00393955,0.005584273,0.00009413375,0.00004123601,0.00129125],"genre_scores_gemma":[0.9420933,1.532625e-7,0.000030134,0.0001260195,0.0002701862,0.05385588,0.0002664403,0.00002097487,0.003336906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2640517,"threshold_uncertainty_score":0.96218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803145030401788,"score_gpt":0.3421529139046546,"score_spread":0.3141214636006368,"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."}}