{"id":"W2807371704","doi":"10.1017/cjn.2015.172","title":"Neurophysiology (EMG)","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Etiology; Sensation; Weakness; Polyneuropathy; Dermatology; Pathology; Surgery; Neuroscience; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003342312,0.0002693073,0.0003548408,0.000502384,0.001299918,0.0002949331,0.002194963,0.0002711962,0.00007121202],"category_scores_gemma":[0.003292134,0.0001828436,0.000216631,0.0007133355,0.007471687,0.00006163,0.0001382165,0.00084248,0.00001083058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006865234,"about_ca_system_score_gemma":0.00531505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003477805,"about_ca_topic_score_gemma":0.009070624,"domain_scores_codex":[0.9958666,0.001266573,0.0005868661,0.0005274471,0.0005076734,0.001244836],"domain_scores_gemma":[0.9965063,0.0001334898,0.0003977175,0.0001877941,0.0005939621,0.002180737],"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":[0.0004744708,0.00008514626,0.9553232,0.000006902494,0.00005190968,0.01307356,0.0002697974,0.0047719,0.007842103,0.001635628,0.01067951,0.005785882],"study_design_scores_gemma":[0.002155007,0.4680246,0.1208041,0.0000423618,0.00008290671,0.2291351,0.0009699552,0.001177256,0.006887567,0.04873706,0.120512,0.001471999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906358,0.002018199,0.00004242847,0.001979642,0.001095288,0.00009311297,0.000006006612,0.000007043257,0.004122467],"genre_scores_gemma":[0.9954742,0.0003678499,0.001021566,0.002391232,0.0006252644,0.000001867441,0.000001164016,0.00001200006,0.0001048995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.834519,"threshold_uncertainty_score":0.9998048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04387840675601898,"score_gpt":0.2886028223819746,"score_spread":0.2447244156259556,"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."}}