{"id":"W4413511760","doi":"10.2196/69097","title":"Developing and Testing an Online Portal for Virtual Navigation for Asian American Patients With Cancer: Pilot Feasibility Study","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Cancer Institute","keywords":"Preprint; Asian americans; Computer science; World Wide Web; Psychology; Political science","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":[0.01009391,0.0008527247,0.0005142664,0.0005068782,0.00163585,0.001256368,0.0009841884,0.0007548752,0.004113911],"category_scores_gemma":[0.0114134,0.0005595483,0.001042687,0.0003545915,0.0008068318,0.001459777,0.002074882,0.001131936,0.00119142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008309828,"about_ca_system_score_gemma":0.005413831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096073,"about_ca_topic_score_gemma":0.006986029,"domain_scores_codex":[0.9964616,0.002161768,0.0002570034,0.0002097761,0.000323877,0.0005858981],"domain_scores_gemma":[0.992459,0.002045109,0.0005645942,0.0007990461,0.00168641,0.002445911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006059483,0.1856731,0.5484208,0.001346223,0.0003238796,0.002774309,0.03286122,0.00134572,0.01044531,0.0006423055,0.008824449,0.2012832],"study_design_scores_gemma":[0.01032776,0.2978497,0.5739265,0.0007037747,0.0007106449,0.00283494,0.05929736,0.009855607,0.008595705,0.0009422415,0.03470117,0.0002546311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814997,0.0000555312,0.002302732,0.0003300402,0.00004164523,0.01381147,0.0002911697,0.00009412542,0.001573621],"genre_scores_gemma":[0.9374134,0.0003192595,0.03765361,0.00121818,0.00007459625,0.02122037,0.0007173527,0.0000514413,0.001331741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01009391,"threshold_uncertainty_score":0.05338234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06907419344837033,"score_gpt":0.3907091028789516,"score_spread":0.3216349094305812,"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."}}