{"id":"W2338184064","doi":"10.4103/2347-5625.170224","title":"Name Recognition to Identify Patients of South Asian Ethnicity within the Cancer Registry","year":2016,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Oncology Nursing","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley; BC Cancer Agency","funders":"","keywords":"Ethnic group; Cancer registry; Medicine; Cancer; Geography; Anthropology; Sociology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006864633,0.0003288773,0.0003881085,0.003561294,0.0009671058,0.001357339,0.0009120831,0.000377179,0.006475955],"category_scores_gemma":[0.02061939,0.0002266151,0.0004196403,0.002959133,0.0003416238,0.00189057,0.00189404,0.0005906462,0.002701485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008869569,"about_ca_system_score_gemma":0.003824702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098234,"about_ca_topic_score_gemma":0.02547749,"domain_scores_codex":[0.9969116,0.001304012,0.0005632987,0.0002645385,0.0007056175,0.0002510771],"domain_scores_gemma":[0.9863808,0.003416708,0.003810172,0.001414151,0.00442086,0.000557431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003922064,0.0001081551,0.740346,0.0006141558,0.00005532152,0.0004107648,0.009041878,0.0006397741,0.004022631,0.001444316,0.01781694,0.2251079],"study_design_scores_gemma":[0.00007928745,0.0008138792,0.8146085,0.0009810484,0.0001870659,0.003253937,0.02866689,0.00923619,0.01379663,0.001727734,0.1264816,0.0001671589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9060128,0.00139543,0.03486642,0.003774882,0.0004438876,0.001676754,0.01479795,0.001210979,0.03582087],"genre_scores_gemma":[0.8800128,0.001345042,0.09841152,0.0006551106,0.0001465068,0.001253342,0.01101296,0.0001745548,0.006988206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098234,"threshold_uncertainty_score":0.03630412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08815494432960841,"score_gpt":0.4039705737565446,"score_spread":0.3158156294269362,"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."}}