{"id":"W2388340649","doi":"","title":"Assessment of English Translations of Chinese Titles of Clinical Trials Published in Medical Journals","year":2002,"lang":"en","type":"article","venue":"Huaxi yixue","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spelling; Medicine; Proofreading; Grammar; Clinical trial; Arabic; Linguistics; Natural language processing; Internal medicine; Computer science","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0196457,0.0001077809,0.001335007,0.0002596885,0.00001153104,0.000008096053,0.0001488202,0.0002161207,0.01585913],"category_scores_gemma":[0.1906836,0.00008011139,0.0003783127,0.0004863032,0.0001302151,0.0002427094,0.00003126274,0.0005044953,0.000003346148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001847176,"about_ca_system_score_gemma":0.0003410706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001393568,"about_ca_topic_score_gemma":0.0002232978,"domain_scores_codex":[0.9912603,0.001046758,0.006347334,0.00020327,0.0009979241,0.0001443651],"domain_scores_gemma":[0.9871456,0.00950334,0.001802318,0.0003697677,0.0009857051,0.0001932602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000237721,0.00275195,0.9295235,0.0002214935,0.0002478434,0.00001588229,0.0007939644,0.00003601939,0.001131328,0.0004403214,0.007811824,0.05678818],"study_design_scores_gemma":[0.01120924,0.0005585521,0.9742495,0.0003853054,0.0002580664,0.000008766842,0.0004072044,0.007466449,0.000204638,0.0006329568,0.004510849,0.0001084794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751183,0.0003709758,0.001528675,0.006270905,0.000771235,0.000660756,0.00006285612,0.00001645727,0.01519983],"genre_scores_gemma":[0.9945441,0.0005128579,0.004022188,0.0002357989,0.0005565641,0.000008354765,0.00003375893,0.00001322386,0.00007313457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710379,"threshold_uncertainty_score":0.9850405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5802205948157895,"score_gpt":0.6459829215480597,"score_spread":0.06576232673227023,"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."}}