{"id":"W3193365345","doi":"10.3389/fnins.2021.709368","title":"TMS Motor Mapping Methodology and Reliability: A Structured Review","year":2021,"lang":"en","type":"review","venue":"Frontiers in Neuroscience","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transcranial magnetic stimulation; Computer science; Reliability (semiconductor); Representation (politics); Motor imagery; Selection (genetic algorithm); Artificial intelligence; Physical medicine and rehabilitation; Psychology; Neuroscience; Stimulation; Medicine; Electroencephalography","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005267814,0.001178842,0.003307969,0.008142481,0.0003672176,0.001784892,0.001571043,0.001234148,0.004138405],"category_scores_gemma":[0.01909214,0.0006832975,0.002033691,0.007095991,0.0007882359,0.002048409,0.001148415,0.001041817,0.00102434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636819,"about_ca_system_score_gemma":0.005685446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002390434,"about_ca_topic_score_gemma":0.004027716,"domain_scores_codex":[0.998066,0.0005017244,0.0007110649,0.0002407495,0.0004297295,0.00005070044],"domain_scores_gemma":[0.9853097,0.01109221,0.001493897,0.0003010496,0.001701648,0.0001015399],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001387933,0.00004125826,0.0003577269,0.413658,0.0008309262,0.0001427539,0.0001469291,0.0003397476,0.0008735906,0.00165966,0.009154735,0.5726559],"study_design_scores_gemma":[0.00009231792,0.0003895517,0.007081549,0.5496975,0.009001252,0.002330599,0.0002992286,0.0004104774,0.001408049,0.003903693,0.4252737,0.0001120908],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009685978,0.9991407,0.0002269636,0.000138586,0.0000880698,0.00003410491,0.00005967962,0.0000049984,0.0002099955],"genre_scores_gemma":[0.001093756,0.9979195,0.0005656081,0.0001157803,0.00007311845,0.00007245692,0.00006963438,0.000003095987,0.00008714398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9947322,"threshold_uncertainty_score":0.02785921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1944813873058223,"score_gpt":0.3866336809768635,"score_spread":0.1921522936710411,"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."}}