{"id":"W4321349438","doi":"10.51298/vmj.v522i2.4379","title":"KẾT QUẢ PHẪU THUẬT U TẦNG TRƯỚC NỀN SỌ BẰNG PHẪU THUẬT LỖ KHOÁ TRÊN CUNG MÀY","year":2023,"lang":"vi","type":"article","venue":"Tạp chí Y học Việt Nam","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Stereochemistry; Medicinal chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003532152,0.001411798,0.001488382,0.0004761658,0.00226414,0.000538172,0.003320551,0.0006341815,0.007205851],"category_scores_gemma":[0.001893906,0.001342542,0.0007814193,0.003813077,0.001995973,0.001294529,0.004990143,0.001974998,0.03554017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783534,"about_ca_system_score_gemma":0.0001836262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008699237,"about_ca_topic_score_gemma":0.0004400862,"domain_scores_codex":[0.986778,0.0008763155,0.001515821,0.002689908,0.003946804,0.004193161],"domain_scores_gemma":[0.9944622,0.001182085,0.0005138051,0.002720712,0.00009279023,0.00102839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007170716,0.002530596,0.05809203,0.001649768,0.001583916,0.001619786,0.02156879,0.0081868,0.0825272,0.002808436,0.4243752,0.3943404],"study_design_scores_gemma":[0.006813003,0.00192647,0.3047421,0.00132045,0.0004748769,0.00006503517,0.00857548,0.05393406,0.01252099,0.005228356,0.5993118,0.005087348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6932149,0.00860782,0.0005694641,0.01195132,0.007482911,0.005264878,0.0006736697,0.001975565,0.2702595],"genre_scores_gemma":[0.9383349,0.01351599,0.0006654682,0.0009437835,0.0018237,0.000393966,0.0001132335,0.0003229079,0.04388606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3892531,"threshold_uncertainty_score":0.9998632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810839045332622,"score_gpt":0.3246405716229823,"score_spread":0.2965321811696561,"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."}}