{"id":"W4386745181","doi":"10.1186/s13063-023-07608-2","title":"Managing non-acute subdural hematoma using liquid materials: a Chinese randomized trial of middle meningeal artery treatment (MAGIC-MT)—protocol","year":2023,"lang":"en","type":"article","venue":"Trials","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Changhai Hospital of Shanghai; Shanghai Shenkang Hospital Development Center; Shanghai Municipal Health Commission; Medtronic","keywords":"Medicine; Middle meningeal artery; Randomized controlled trial; Hematoma; Protocol (science); MAGIC (telescope); Clinical trial; Surgery; Pathology; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002034073,0.0003121465,0.00247417,0.0002414882,0.0001073486,0.00005578414,0.0001258478,0.00009162891,0.0003360567],"category_scores_gemma":[0.0004633082,0.000198432,0.0006445889,0.0004424785,0.0001033237,0.00007697903,0.00006970174,0.00007260947,0.00006519202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006068497,"about_ca_system_score_gemma":0.0001203505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009423584,"about_ca_topic_score_gemma":0.000001641163,"domain_scores_codex":[0.9966314,0.000512718,0.001775935,0.0003943093,0.0003356913,0.0003499713],"domain_scores_gemma":[0.9977535,0.000873942,0.0006987154,0.0004572509,0.0000863229,0.0001302561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.744575,0.0003151575,0.000004373875,0.0001677635,0.0003340022,0.00009360602,0.000144442,0.00001366589,0.2538787,0.0002245445,0.0001140401,0.0001346747],"study_design_scores_gemma":[0.9300817,0.001637138,0.00003515723,0.0002397842,0.0008624247,0.0001624605,0.00003611756,0.001590753,0.06279566,0.002037191,0.0002985334,0.0002231018],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9055894,0.00001663295,0.0002120215,0.00093978,0.0003738261,0.09201936,0.00004769761,0.0001805997,0.0006206768],"genre_scores_gemma":[0.9321756,0.00004065978,0.0005015883,0.0001062637,0.001298809,0.06466343,0.00008093455,0.00006630462,0.001066352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.191083,"threshold_uncertainty_score":0.8091823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432249081641574,"score_gpt":0.4295562790018816,"score_spread":0.2863313708377242,"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."}}