{"id":"W3135590296","doi":"10.2147/ndt.s299913","title":"Recruitment Challenges for Studies of Deep Brain Stimulation for Treatment-Resistant Depression","year":2021,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Referral; Deep brain stimulation; Depression (economics); Clinical trial; Randomized controlled trial; Major depressive disorder; Treatment-resistant depression; Patient recruitment; Psychiatry; Family medicine; Physical therapy; Internal medicine; Mood; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3364509,0.0006219915,0.001314856,0.003113524,0.003932778,0.005601395,0.003788966,0.003430893,0.006097221],"category_scores_gemma":[0.3283694,0.0007108329,0.001211398,0.003445507,0.003198285,0.003555279,0.004439884,0.002720862,0.001931831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002426001,"about_ca_system_score_gemma":0.0101315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284729,"about_ca_topic_score_gemma":0.0029032,"domain_scores_codex":[0.5827334,0.3348929,0.03843094,0.007531947,0.03330921,0.003101557],"domain_scores_gemma":[0.6003289,0.2681372,0.08165847,0.02148338,0.02228858,0.006103423],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002883438,0.001614215,0.5219753,0.01191444,0.001264015,0.002484124,0.0506747,0.0008788308,0.004614475,0.02147204,0.04239054,0.3378339],"study_design_scores_gemma":[0.001995351,0.007495709,0.6307167,0.02677051,0.000798338,0.008965698,0.05471135,0.007415021,0.004623363,0.05866179,0.1974176,0.0004284454],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6164041,0.0209511,0.127497,0.1387857,0.003896861,0.05535842,0.005605805,0.0003470981,0.0311541],"genre_scores_gemma":[0.7495292,0.006575752,0.1008228,0.04142104,0.002833922,0.09400219,0.00195492,0.0001444623,0.00271575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6635491,"threshold_uncertainty_score":0.8182742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163698788879608,"score_gpt":0.3664453564869737,"score_spread":0.2500754775990129,"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."}}