{"id":"W4408226940","doi":"10.26685/urncst.679","title":"Eugenics and Healthcare","year":2025,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Eugenics; Health care; Medicine; Nursing; Political science; Law","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":[0.008750375,0.0007777105,0.0009664871,0.001470869,0.00714149,0.01081464,0.001656962,0.01308453,0.01350885],"category_scores_gemma":[0.01619804,0.0003042076,0.0005393308,0.002000357,0.06240408,0.008297866,0.00875815,0.01175092,0.002303406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01494853,"about_ca_system_score_gemma":0.02016034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02461855,"about_ca_topic_score_gemma":0.01547013,"domain_scores_codex":[0.9817215,0.008340199,0.0006799456,0.002602779,0.004576094,0.002079445],"domain_scores_gemma":[0.9921029,0.004252369,0.0006814186,0.0009009749,0.001206075,0.0008562462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000323227,0.000006316412,0.0001456613,0.00003969609,0.000003029376,0.00002774883,0.0009842943,0.00009799638,0.0000172839,0.9727859,0.01782565,0.008063293],"study_design_scores_gemma":[0.00001099338,0.00002176749,0.0004295066,0.0007354863,0.000005665952,0.0001470837,0.0009789902,0.0001005508,0.00005963965,0.54017,0.4573215,0.00001876732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0033459,0.05181788,0.009062745,0.4307727,0.003616024,0.00009411584,0.0002833584,0.0001000256,0.5009073],"genre_scores_gemma":[0.4884991,0.07621292,0.01092447,0.2971993,0.009243188,0.0005794691,0.0004796932,0.0001902375,0.1166715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02461855,"threshold_uncertainty_score":0.1084597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04248414056526042,"score_gpt":0.4445474554150076,"score_spread":0.4020633148497472,"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."}}