{"id":"W4403823663","doi":"10.1093/eurpub/ckae144.1954","title":"Concept of a medical and public health cancer genomics platform","year":2024,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Genomics; Cancer; Public health; Medicine; Computational biology; Biology; Genome; Genetics; Nursing; Internal medicine; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009662967,0.0004429564,0.0003197229,0.002543327,0.001760305,0.009904304,0.002546879,0.002514008,0.006572196],"category_scores_gemma":[0.007125226,0.0004774145,0.0007100746,0.002163028,0.003046404,0.009534348,0.01143219,0.002020407,0.002503341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002063659,"about_ca_system_score_gemma":0.007363668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481809,"about_ca_topic_score_gemma":0.000586596,"domain_scores_codex":[0.9926449,0.003005396,0.0004953029,0.001127015,0.002010869,0.0007164806],"domain_scores_gemma":[0.992323,0.001843373,0.0006516945,0.001546191,0.001740602,0.001895078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002885708,0.0003997657,0.006896666,0.0008160177,0.00007337319,0.00163835,0.009402724,0.004809591,0.01192473,0.815903,0.02162856,0.1262187],"study_design_scores_gemma":[0.00009349552,0.0004271475,0.007060276,0.0009112286,0.0000886377,0.002186861,0.005459207,0.02485227,0.008924009,0.1617857,0.7880641,0.0001470071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07750417,0.001473178,0.7530469,0.01405766,0.001028295,0.002983624,0.001602117,0.004766349,0.1435378],"genre_scores_gemma":[0.4216767,0.0008742433,0.5388223,0.002219809,0.0004658828,0.001568413,0.002507585,0.0006442302,0.03122091],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009904304,"threshold_uncertainty_score":0.05110329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08008847758242733,"score_gpt":0.3603347561044312,"score_spread":0.2802462785220039,"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."}}