{"id":"W3176660239","doi":"10.1002/cam4.4076","title":"Clinical and cost outcomes following genomics‐informed treatment for advanced cancers","year":2021,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Willow Breast and Hereditary Cancer Support; BC Cancer Agency; Canada's Michael Smith Genome Sciences Centre; Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Genomics; Medicine; Oncology; Internal medicine; MEDLINE; Intensive care medicine; Bioinformatics; Genetics; Genome; 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":[0.01867592,0.0005762271,0.001139189,0.0008156804,0.0002962075,0.001131301,0.0008219543,0.0007281702,0.002922692],"category_scores_gemma":[0.05095537,0.0002647886,0.004066588,0.001039143,0.0006504522,0.001239719,0.001020591,0.001986531,0.000182209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00296079,"about_ca_system_score_gemma":0.001767525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004030284,"about_ca_topic_score_gemma":0.003500616,"domain_scores_codex":[0.9838766,0.01256659,0.0007414803,0.0009789763,0.001292027,0.0005442877],"domain_scores_gemma":[0.9508038,0.03332811,0.01209019,0.00181121,0.001114272,0.0008523765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06150254,0.002685243,0.5939981,0.003419036,0.02216448,0.000211484,0.0004687714,0.06732343,0.0004915457,0.008822355,0.007927994,0.2309851],"study_design_scores_gemma":[0.009405647,0.02935139,0.8107403,0.002188691,0.02175233,0.0006401362,0.0004983377,0.07664881,0.003424378,0.03191298,0.01319087,0.000246218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680018,0.01017386,0.00720062,0.003629119,0.0002393383,0.0005954601,0.005878407,0.00005160967,0.004229736],"genre_scores_gemma":[0.9961092,0.0006981578,0.001263745,0.0003274561,0.00008242691,0.0002079799,0.001070352,0.000006487219,0.0002342452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01867592,"threshold_uncertainty_score":0.09876883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604964716284401,"score_gpt":0.3870675389155765,"score_spread":0.3510178917527325,"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."}}