{"id":"W3004436779","doi":"10.1212/cpj.0000000000000810","title":"Transient hyperreflexia","year":2020,"lang":"en","type":"article","venue":"Neurology Clinical Practice","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Hyperreflexia; Medicine; Transient (computer programming); Physical medicine and rehabilitation; Anesthesia; Computer science","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005103893,0.0001119933,0.0003204743,0.0000250182,0.00005015745,0.000009136069,0.0001330571,0.0001859889,0.0003331848],"category_scores_gemma":[0.008913282,0.00009644517,0.0001988405,0.0001789131,0.0002211027,0.00006768353,0.0000656913,0.001226505,0.0008736508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002369936,"about_ca_system_score_gemma":0.000150036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004192571,"about_ca_topic_score_gemma":5.94362e-7,"domain_scores_codex":[0.99787,0.0005822451,0.0004421934,0.0004979969,0.0003268396,0.0002807185],"domain_scores_gemma":[0.9976109,0.001397831,0.00007626192,0.0002963879,0.0001261488,0.0004924593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05664806,0.008118591,0.1042955,0.0003454078,0.001230766,0.01682495,0.0008333867,0.00006891642,0.01724967,0.001890709,0.1717005,0.6207936],"study_design_scores_gemma":[0.002507791,0.00466645,0.0405502,0.000001792229,0.0001900328,0.0003964717,0.00002749024,0.0005949352,0.00008662249,0.00002645091,0.9508717,0.00008004613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4439549,0.0005386203,0.001301152,0.4940493,0.0003807995,0.0005675591,0.000001884479,0.0001280459,0.0590777],"genre_scores_gemma":[0.731975,0.0006359701,0.001450788,0.2654316,0.0003525291,0.000009252944,0.000003729809,0.00002495879,0.0001162362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7791712,"threshold_uncertainty_score":0.9999043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635001055925806,"score_gpt":0.4797084688213626,"score_spread":0.316208363228782,"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."}}