{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005402325,0.0003014521,0.0006018741,0.0004977398,0.0003054951,0.0006362527,0.0001565038,0.0005919309,0.001492624],"category_scores_gemma":[0.002725064,0.000126149,0.0003051365,0.0003669317,0.0001641721,0.0004678299,0.000154815,0.0005571733,0.0003407065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242243,"about_ca_system_score_gemma":0.0002718294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286238,"about_ca_topic_score_gemma":0.001828325,"domain_scores_codex":[0.9998042,0.00005830504,0.00003459424,0.00003816291,0.00003146305,0.00003331131],"domain_scores_gemma":[0.9987734,0.0005009617,0.0003553218,0.00006654304,0.0001086742,0.0001951079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004182371,0.0004798946,0.9815128,0.00004125473,0.0002446861,0.0003224237,0.0001007669,0.0001437556,0.002018842,0.00006184758,0.0002749026,0.01061646],"study_design_scores_gemma":[0.00004108715,0.0009546753,0.9977409,0.00001181957,0.00008366406,0.0003309675,0.00006727637,0.0002845906,0.0002178879,0.0001037492,0.000156965,0.000006318008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973761,0.001064557,0.00008274587,0.00007795296,0.00001875952,0.000007084129,0.0001635703,0.000006550161,0.001202689],"genre_scores_gemma":[0.9992042,0.0002271547,0.00006055492,0.000031654,0.00003091478,0.000005768625,0.0002148546,0.000001570933,0.0002233506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001492624,"threshold_uncertainty_score":0.00499332,"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."}}