{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007845947,0.003455019,0.004669291,0.0007872056,0.001407081,0.001415112,0.001966336,0.003342683,0.02904125],"category_scores_gemma":[0.006403366,0.001188425,0.002031393,0.0009136687,0.001931544,0.001607742,0.0008911081,0.002425078,0.003519667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960717,"about_ca_system_score_gemma":0.00758844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001881855,"about_ca_topic_score_gemma":0.003988853,"domain_scores_codex":[0.9964868,0.002028056,0.0003469003,0.0004302103,0.0002790082,0.000429],"domain_scores_gemma":[0.9980317,0.0004174215,0.0005466939,0.0002977756,0.0002675327,0.0004388199],"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":[0.9788548,0.005173362,0.0006289206,0.002271852,0.0007866852,0.00007398132,0.00008057154,0.000362736,0.0009575679,0.0005268464,0.003210716,0.007072082],"study_design_scores_gemma":[0.9801964,0.01373693,0.001359768,0.0001602684,0.0004519642,0.00001861827,0.00001903073,0.0004533382,0.0002254773,0.0004558621,0.002899165,0.00002314687],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08194692,0.001438674,0.002096385,0.00134265,0.0007834064,0.9020726,0.00520407,0.0002334664,0.004881699],"genre_scores_gemma":[0.09538411,0.0007648098,0.003579003,0.00181104,0.0002941417,0.8928229,0.001571223,0.00001919961,0.003753556],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02904125,"threshold_uncertainty_score":0.09715271,"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."}}