{"id":"W4392650369","doi":"10.2196/50032","title":"Supportive Care Needs in Chinese, Vietnamese, and Korean Americans With Metastatic Cancer: Mixed Methods Protocol for the DAWN Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; University of California, Los Angeles; National Cancer Institute; University of California, San Francisco; National Institute on Aging","keywords":"Vietnamese; Protocol (science); Medicine; Family medicine; Chinese americans; Cancer; Gerontology; Psychology; Nursing; Alternative medicine; Ethnic group; Internal medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04826932,0.001827683,0.002304804,0.002248855,0.004248196,0.001983483,0.002458448,0.001965204,0.02305115],"category_scores_gemma":[0.02442805,0.001848978,0.001984819,0.002380042,0.001605248,0.001804798,0.002832344,0.002639283,0.002259699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003790121,"about_ca_system_score_gemma":0.01476429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004705795,"about_ca_topic_score_gemma":0.01231753,"domain_scores_codex":[0.9764369,0.01793144,0.002469087,0.0009936595,0.001116789,0.001052227],"domain_scores_gemma":[0.9883081,0.004622164,0.001219724,0.001873708,0.00307458,0.0009016028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.08659506,0.07677095,0.05354679,0.04109368,0.001751162,0.004020894,0.133549,0.005150461,0.01012171,0.03026208,0.1229177,0.4342206],"study_design_scores_gemma":[0.1551777,0.06462133,0.1314163,0.02385488,0.001545575,0.00117531,0.1617012,0.01612343,0.01098604,0.02955516,0.4027808,0.001062272],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01476035,0.00014941,0.003473892,0.0002137976,0.00008718234,0.9787697,0.001197343,0.00003605918,0.001312269],"genre_scores_gemma":[0.003347395,0.00005219485,0.003244052,0.0001188912,0.000006334992,0.992969,0.00008733426,0.000002043184,0.0001727392],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04826932,"threshold_uncertainty_score":0.2552756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4753080803978035,"score_gpt":0.6972222111915406,"score_spread":0.2219141307937371,"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."}}