{"id":"W2588566532","doi":"10.1016/j.brs.2017.01.551","title":"Deep brain stimulation for treatment resistant depression: challenges in recruitment","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Deep brain stimulation; Treatment-resistant depression; Depression (economics); Candidacy; Medicine; Clinical trial; Intervention (counseling); Major depressive disorder; Psychology; Physical medicine and rehabilitation; Internal medicine; Psychiatry; Disease; Parkinson's disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0001810189,0.000197804,0.0003136051,0.00009445116,0.0002698319,0.00003921532,0.00007181129,0.0001327558,0.00004248993],"category_scores_gemma":[0.0005094614,0.0001496568,0.0001066273,0.00003733205,0.00003453063,0.000131226,0.00002898068,0.00004470118,0.00001116757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629381,"about_ca_system_score_gemma":0.00002767956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004138132,"about_ca_topic_score_gemma":0.0002466396,"domain_scores_codex":[0.9987699,0.00006386705,0.000283388,0.0004506317,0.0001876112,0.0002445846],"domain_scores_gemma":[0.998758,0.0004172079,0.0001701617,0.0005120122,0.00004726516,0.00009530607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006282144,0.002175627,0.1540663,0.0001276951,0.0001374549,0.0001354941,0.0008011563,0.005999922,0.002898694,0.001464862,0.0005307601,0.8253799],"study_design_scores_gemma":[0.01174118,0.001982909,0.9348537,0.00009111046,0.00006750999,0.0000022369,0.00004005962,0.03954193,0.0002198295,0.007550846,0.00375729,0.0001514362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586845,0.00194433,0.002163476,0.02814407,0.0001903344,0.005228967,0.00001649344,0.00009983698,0.003528011],"genre_scores_gemma":[0.9968396,0.0001653496,0.001301384,0.0004494651,0.00009112818,0.000480837,0.0001271884,0.00002382985,0.0005212243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8252285,"threshold_uncertainty_score":0.6102827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2069955294766454,"score_gpt":0.3947614416761697,"score_spread":0.1877659121995243,"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."}}