{"id":"W1648406717","doi":"10.1155/2015/647510","title":"MRI Guided Brain Stimulation without the Use of a Neuronavigation System","year":2015,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Marsden Fund; Auckland Medical Research Foundation; Health Research Council of New Zealand; Royal Society Te Apārangi; Royal Society","keywords":"Neuronavigation; Scalp; Computer science; Artificial intelligence; Brain stimulation; Neuroscience; Brain mapping; Computer vision; Magnetic resonance imaging; Medicine; Radiology; Stimulation; Anatomy; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004055319,0.0002620753,0.000316142,0.0002837153,0.0001847372,0.0004595952,0.0004627875,0.0005042643,0.002165015],"category_scores_gemma":[0.001397214,0.0002504627,0.0002000005,0.0002194257,0.0003823191,0.0004590895,0.0005915854,0.0004220369,0.0007711154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001823428,"about_ca_system_score_gemma":0.0006623956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000832923,"about_ca_topic_score_gemma":0.002463654,"domain_scores_codex":[0.999772,0.0000422766,0.00002634288,0.00005074218,0.00009170433,0.00001701426],"domain_scores_gemma":[0.9996025,0.0002004035,0.00003820459,0.00008948652,0.000053323,0.0000161672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000390141,0.00006462821,0.001515061,0.0005436253,0.00005444313,0.0007450029,0.0005259694,0.007514664,0.7360995,0.006358694,0.002504151,0.2436842],"study_design_scores_gemma":[0.0002141835,0.002375869,0.02356098,0.0002581322,0.0002977954,0.02075936,0.0004026206,0.1117699,0.7294222,0.01066848,0.10006,0.0002104757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05389254,0.0008226301,0.9384658,0.0002924746,0.0001528807,0.0001808726,0.0001357725,0.001127662,0.004929268],"genre_scores_gemma":[0.2833969,0.0007208551,0.7085631,0.0002679236,0.00003751751,0.000341703,0.0001431997,0.0002242039,0.006304563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002165015,"threshold_uncertainty_score":0.007242739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.529588210912492,"score_gpt":0.4646901079016365,"score_spread":0.06489810301085547,"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."}}