{"id":"W3107587948","doi":"10.3390/curroncol28010002","title":"Current Oncology: A Multidisciplinary Medium for Clinical Oncology","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Clinical Oncology; Multidisciplinary approach; Precision oncology; Oncology; Pace; Internal medicine; Translational research; Cancer; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01336021,0.001382901,0.001870237,0.00609279,0.004136959,0.02008544,0.002568283,0.008863991,0.09721981],"category_scores_gemma":[0.02825577,0.0009448486,0.0008457856,0.003767609,0.005697925,0.01967688,0.01981664,0.02068933,0.04476185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00330398,"about_ca_system_score_gemma":0.007917888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004999792,"about_ca_topic_score_gemma":0.001099382,"domain_scores_codex":[0.9925544,0.00264095,0.0006518234,0.0006597092,0.002969345,0.0005237448],"domain_scores_gemma":[0.9566627,0.01262856,0.002104874,0.003105663,0.008649363,0.01684876],"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":[0.00002871582,0.0000347787,0.0001252636,0.0003231044,0.00001083868,0.0001657481,0.0003344177,0.00006941662,0.0005220359,0.02514368,0.8491511,0.1240909],"study_design_scores_gemma":[0.000007339907,0.00001310818,0.0000704487,0.0002694681,0.000003529214,0.0002113668,0.0001854086,0.00003709915,0.00004863086,0.008295196,0.9908462,0.00001215367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005517593,0.1129194,0.01459154,0.6030368,0.1761127,0.0001676894,0.0004451969,0.001445108,0.09072985],"genre_scores_gemma":[0.01782202,0.1463851,0.0224497,0.2141832,0.44115,0.0005267931,0.0009523346,0.001408777,0.155122],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09721981,"threshold_uncertainty_score":0.3252327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2204616020792464,"score_gpt":0.4958177195587257,"score_spread":0.2753561174794793,"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."}}