{"id":"W4200470611","doi":"10.1016/j.psychres.2021.114348","title":"Baseline Prediction of rTMS efficacy in Alzheimer patients","year":2021,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diagnostic Services Manitoba; Manitoba Health","funders":"","keywords":"Transcranial magnetic stimulation; Medicine; Population; Stroke (engine); Internal medicine; Physical medicine and rehabilitation; Physical therapy; Psychology; Stimulation","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":[0.0005196814,0.00007768333,0.0001387021,0.0002107796,0.00009781514,0.00001540744,0.0001557289,0.00004964583,0.0003553843],"category_scores_gemma":[0.001515436,0.00007590497,0.00004474437,0.001283959,0.0001486704,0.00006898458,0.00007442079,0.0002618043,0.00007046542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001431067,"about_ca_system_score_gemma":0.0001156459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003127645,"about_ca_topic_score_gemma":0.00004839048,"domain_scores_codex":[0.9977177,0.000518595,0.0003285082,0.0003671398,0.0007829005,0.0002851479],"domain_scores_gemma":[0.9986658,0.0007030293,0.00003269851,0.0002726436,0.0002683116,0.00005752433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003354365,0.003225064,0.887098,0.00006697063,0.00002070938,0.000007379922,0.0005571221,0.0002990173,0.09088124,0.001759635,0.00340095,0.01234852],"study_design_scores_gemma":[0.002334873,0.0002023642,0.9908988,0.00004744509,0.000009694617,0.000001091682,0.00006840045,0.0007623468,0.003626376,0.0005827299,0.001400368,0.00006546608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917908,0.0005734009,0.0000577158,0.001737345,0.0006802903,0.0003219853,0.00005851348,0.00002659516,0.004753304],"genre_scores_gemma":[0.999172,0.00008861946,0.0004242219,0.00007760347,0.00009128567,0.00001839465,0.000006308772,0.00001249793,0.0001090397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038009,"threshold_uncertainty_score":0.3891209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1765623698767759,"score_gpt":0.4039915113784996,"score_spread":0.2274291415017237,"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."}}