{"id":"W2018942161","doi":"10.2196/resprot.3838","title":"An Interactive, Bilingual, Culturally Targeted Website About Living Kidney Donation and Transplantation for Hispanics: Development and Formative Evaluation","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Resources and Services Administration; U.S. Department of Health and Human Services","keywords":"Medicine; Donation; Economic shortage; Kidney donation; Kidney transplantation; Formative assessment; Transplantation; Gerontology; Family medicine; Internal medicine; Psychology; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002318085,0.0001304679,0.0001531494,0.0003067242,0.0002136246,0.0001469445,0.00005732152,0.00009562084,0.00004694888],"category_scores_gemma":[0.0003869109,0.0001096501,0.00001860092,0.0002107346,0.00006256751,0.0009378122,0.00001296369,0.0002149066,0.00000793655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002303833,"about_ca_system_score_gemma":0.0007417214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001057787,"about_ca_topic_score_gemma":0.0000612448,"domain_scores_codex":[0.9980825,0.0002979212,0.0003111633,0.0002979182,0.0007774399,0.0002331024],"domain_scores_gemma":[0.9977081,0.0001898129,0.0000965041,0.000104394,0.00158483,0.0003163953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01123231,0.001777815,0.01741823,0.007452051,0.0002480464,0.00001945123,0.3799485,0.00004063415,0.1127342,0.001779643,0.001890515,0.4654586],"study_design_scores_gemma":[0.04154712,0.008550727,0.5471666,0.01368268,0.0001437092,0.0002313747,0.01801189,0.09065078,0.1618176,0.001430886,0.1156412,0.001125442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.501051,0.00002277447,0.005267575,0.000728036,0.00002213544,0.4920458,0.00005300182,0.0001219042,0.0006877876],"genre_scores_gemma":[0.4744987,0.00001046499,0.007213889,0.000135723,0.00007795388,0.5171605,0.0006871133,0.00002470284,0.0001909361],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.5297484,"threshold_uncertainty_score":0.4471402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1890151603974702,"score_gpt":0.5277519167696872,"score_spread":0.3387367563722171,"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."}}