{"id":"W4394685394","doi":"10.3389/fnins.2024.1375234","title":"Effect of high-frequency repetitive transcranial magnetic stimulation on cognitive impairment in WD patients based on inverse probability weighting of propensity scores","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Trace Elements in Health","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Anhui University; National Natural Science Foundation of China","keywords":"Transcranial magnetic stimulation; Weighting; Cognitive impairment; Medicine; Neuroscience; Inverse; Cognition; Audiology; Propensity score matching; Physical medicine and rehabilitation; Psychology; Stimulation; Mathematics; Internal medicine; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005767857,0.0006348626,0.001038529,0.0006809845,0.0003188505,0.0006405397,0.0004258513,0.0007748806,0.001900648],"category_scores_gemma":[0.01141864,0.0002037982,0.003442847,0.0006546009,0.0005089678,0.0005741789,0.0005873456,0.000841131,0.00013861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003356114,"about_ca_system_score_gemma":0.0004002711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009642315,"about_ca_topic_score_gemma":0.0006730882,"domain_scores_codex":[0.9964271,0.002325463,0.00024908,0.0006020914,0.0002491304,0.0001471849],"domain_scores_gemma":[0.9931577,0.004135454,0.001463034,0.0006340672,0.0002707969,0.0003389935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.07523747,0.001234604,0.8106186,0.0005648627,0.02032761,0.0003527061,0.0002361095,0.008986687,0.002580142,0.0009030161,0.001008336,0.07794991],"study_design_scores_gemma":[0.004001953,0.01853945,0.8704128,0.0001354827,0.0198604,0.0007981618,0.0001934601,0.07852837,0.0016458,0.004080752,0.001670195,0.00013319],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919225,0.002275346,0.004657067,0.0002148656,0.00007882166,0.0001141532,0.0001878364,0.00003395954,0.0005154667],"genre_scores_gemma":[0.9989647,0.0001353951,0.0005876386,0.00003792878,0.00001823776,0.00003573844,0.00008972405,0.000003446846,0.0001271315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005767857,"threshold_uncertainty_score":0.03050369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127636430929449,"score_gpt":0.2697408393192482,"score_spread":0.2569771962263033,"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."}}