{"id":"W3021002751","doi":"10.1177/1129729820920528","title":"Chinesization of the quality of life assessment, venous device-port, and its reliability and validity tests for patients with breast cancer","year":2020,"lang":"en","type":"article","venue":"The Journal of Vascular Access","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Breast cancer; Reliability engineering; Port (circuit theory); Medicine; Quality of life (healthcare); Cancer; Medical physics; Engineering; Internal medicine; Nursing; Electrical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0007741563,0.0000807447,0.0003734038,0.00001678024,0.00005586385,0.00001143257,0.0001381659,0.00002503502,0.000008904943],"category_scores_gemma":[0.0006419273,0.00003585871,0.00008357803,0.000132045,0.00005640114,0.0001653549,0.00005097481,0.00002797907,1.869383e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002276748,"about_ca_system_score_gemma":0.0003153306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009529771,"about_ca_topic_score_gemma":0.00001088007,"domain_scores_codex":[0.998785,0.0002095721,0.0004485208,0.00007789781,0.0004132332,0.00006580647],"domain_scores_gemma":[0.998067,0.0002052184,0.0007607635,0.0001553004,0.0007024789,0.0001093019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005585347,0.0002793985,0.9967973,0.001289128,0.0001702946,1.931217e-7,0.0002607682,0.00009764326,0.000185053,0.000005042792,0.00003205786,0.0003245536],"study_design_scores_gemma":[0.002852315,0.0002483263,0.9953555,0.000238073,0.0006523168,0.000007013538,0.00006688225,0.0002497454,0.0002515802,0.00003065699,0.000006735309,0.00004085829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974093,0.0008334033,0.0003254079,0.0007814905,0.00004597082,0.0005325658,0.00005923083,0.000002398999,0.00001023204],"genre_scores_gemma":[0.9995525,0.000132839,0.0000380375,0.0001851571,0.00007697842,0.000003670032,0.000002231812,0.000007616564,9.785447e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002293781,"threshold_uncertainty_score":0.1462276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05657817369381353,"score_gpt":0.3639066145315971,"score_spread":0.3073284408377835,"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."}}