{"id":"W4282966080","doi":"10.1158/1538-7445.am2022-1192","title":"Abstract 1192: The Clinical Genome Resource (ClinGen) somatic cancer clinical domain working group","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Cancer; Somatic cell; Computational biology; Genetics; Bioinformatics; Medicine; Biology; 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":[0.03449156,0.001356743,0.00147496,0.00570419,0.001740212,0.006799161,0.006206693,0.003104864,0.09725759],"category_scores_gemma":[0.05039848,0.00100889,0.0009570245,0.006493937,0.00085296,0.004201671,0.006583825,0.003170839,0.07935108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548933,"about_ca_system_score_gemma":0.01423216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008481003,"about_ca_topic_score_gemma":0.006529161,"domain_scores_codex":[0.9897064,0.003872008,0.001088258,0.001467092,0.003290269,0.0005759869],"domain_scores_gemma":[0.9322163,0.01991432,0.003223479,0.01282661,0.02190704,0.009912238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002485862,0.00007905776,0.001940949,0.0003103765,0.00003189936,0.0001445081,0.0001252821,0.0005915486,0.001332209,0.004059748,0.932442,0.0586939],"study_design_scores_gemma":[0.0004426331,0.00009619245,0.004184379,0.0004603119,0.00004448239,0.0002900052,0.0001411812,0.002677825,0.002422734,0.005696559,0.983484,0.00005965842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01253363,0.006256072,0.1539831,0.07286292,0.003679661,0.007243389,0.4733184,0.06250726,0.2076156],"genre_scores_gemma":[0.01818424,0.001481918,0.1183788,0.01341894,0.001541258,0.003512141,0.7823234,0.01351521,0.04764412],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09725759,"threshold_uncertainty_score":0.325359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1488984566954653,"score_gpt":0.4585117458423907,"score_spread":0.3096132891469253,"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."}}