{"id":"W1995389206","doi":"10.1080/21507740.2011.633962","title":"Transforming Care Through Science: Evaluating the Impact and Implications of Neuromodulation in Psychiatric Populations","year":2012,"lang":"en","type":"article","venue":"AJOB Neuroscience","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Neuromodulation; Transformative learning; Deep brain stimulation; Psychology; Neurosurgery; Psychiatry; Quality of life (healthcare); Neuroethics; Psychotherapist; Mental illness; Disease; Medicine; Neuroscience; Mental health; Developmental psychology; 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":[0.0001777264,0.00007311424,0.0000932476,0.0000896936,0.0002837214,0.00001569881,0.00009429306,0.00001764404,0.000003018799],"category_scores_gemma":[0.000182495,0.00004333648,0.00003507975,0.00114521,0.0002742144,0.0003600698,0.00002623351,0.00008676571,5.662063e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002126573,"about_ca_system_score_gemma":0.00006433322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006507178,"about_ca_topic_score_gemma":0.000006592895,"domain_scores_codex":[0.9991447,0.00003128602,0.0001664467,0.0001999708,0.0002233611,0.000234251],"domain_scores_gemma":[0.999604,0.00004074773,0.00005780398,0.0001883168,0.00004640179,0.000062681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001051507,0.000115478,0.9230466,0.000006895685,3.818591e-7,2.899263e-7,0.0007942647,0.0002554235,0.06848504,0.001118111,0.00000192409,0.006165006],"study_design_scores_gemma":[0.0002909938,0.0003874477,0.9962566,0.000004652181,0.00001789415,0.00001575506,0.00007583941,0.0008698273,0.0004313089,0.001608491,0.000005805212,0.00003541096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972309,0.0003568991,0.0002201501,0.0009236796,0.00009572803,0.0004264018,0.000003934412,0.00001111026,0.0007311414],"genre_scores_gemma":[0.9992744,0.00003431612,0.0002837744,0.0003692404,0.00001215926,0.00001639593,0.00000142324,0.000004331096,0.000003993614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0732099,"threshold_uncertainty_score":0.2182184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191761138928997,"score_gpt":0.440962359117167,"score_spread":0.3217862452242674,"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."}}