{"id":"W2032663127","doi":"10.3747/co.20.1405","title":"The Current Oncology Scholar’s Forum and Workshop","year":2013,"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":"","funders":"","keywords":"Medicine; Clinical Oncology; Oncology; Medical education; Data science; Internal medicine; Cancer; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008465236,0.001211061,0.0005385698,0.0009516395,0.004419366,0.007969067,0.002201366,0.006788681,0.05327619],"category_scores_gemma":[0.01436408,0.0003680108,0.001448381,0.0008373712,0.001606232,0.003984924,0.007636126,0.01287697,0.02188067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003181529,"about_ca_system_score_gemma":0.006762471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225871,"about_ca_topic_score_gemma":0.003388258,"domain_scores_codex":[0.9971113,0.001073523,0.0001058756,0.0003578469,0.0007895645,0.0005618084],"domain_scores_gemma":[0.9900802,0.001349613,0.0002999369,0.0002789015,0.001730207,0.006261193],"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":[0.0001611344,0.0001103322,0.0001159212,0.0001113986,0.000008867775,0.0003069904,0.0005924592,0.00006064506,0.0003231358,0.002727357,0.9847046,0.01077712],"study_design_scores_gemma":[0.00002001657,0.00003074128,0.0001405321,0.00006019545,0.000003158986,0.00005677026,0.0004925,0.00002862068,0.0001267197,0.0006638188,0.9983676,0.000009348766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.005019778,0.006454389,0.00294675,0.3369436,0.5503622,0.0006767916,0.001156595,0.0004079579,0.096032],"genre_scores_gemma":[0.04608551,0.008557418,0.004489383,0.1491917,0.184168,0.001665038,0.001851399,0.0007385738,0.603253],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05327619,"threshold_uncertainty_score":0.1782266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04523660503763501,"score_gpt":0.3688808453345365,"score_spread":0.3236442402969015,"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."}}