{"id":"W6958242400","doi":"10.6084/m9.figshare.29105724.v1","title":"Additional file 2 of Knowledge and perceptions of genetic testing for patients with breast cancer in Nigeria: a survey of healthcare providers","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Environmental and Industrial Safety","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Breast cancer; Genetic testing; Health care; Perception; Health professionals; Test (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001721016,0.00005590951,0.0001084533,0.00002011647,0.00002809335,0.000001357901,0.00005562048,0.00003859188,0.769234],"category_scores_gemma":[0.0003401267,0.00004822243,0.00001335705,0.0001871712,0.00004113265,0.00005019503,0.00006934584,0.0000383704,0.000008436925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006402068,"about_ca_system_score_gemma":0.0000472922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039545,"about_ca_topic_score_gemma":0.004618088,"domain_scores_codex":[0.99953,0.00002791397,0.0001641379,0.0001224561,0.00007283307,0.00008265983],"domain_scores_gemma":[0.9993669,0.0004268598,0.00009808326,0.00005733593,0.00002589039,0.00002486187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002734477,0.00009831048,0.5883195,0.0001183598,0.000004020037,3.483003e-8,0.0000514765,0.00005992646,0.00001696983,5.855138e-8,0.4001767,0.01112726],"study_design_scores_gemma":[0.000267708,0.00009520111,0.9957759,0.001354929,0.000001805333,1.366073e-7,0.00003587273,0.0000617906,0.000009037457,0.000003011452,0.002350478,0.0000440748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.04365906,0.00001312434,1.240757e-7,0.00001440403,0.000003903258,0.0002991526,0.955777,0.000001752991,0.0002314043],"genre_scores_gemma":[0.7339372,8.911774e-7,0.0003400034,0.00001256367,0.00000562603,0.0004886794,0.2651042,0.000005572704,0.0001052251],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.7692256,"threshold_uncertainty_score":0.2577002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248675257977263,"score_gpt":0.2450206450299882,"score_spread":0.2225338924502156,"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."}}