{"id":"W4233084556","doi":"10.3747/co.6","title":"Current Oncology","year":2020,"lang":"en","type":"paratext","venue":"Current Oncology","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical Oncology; Oncology; Internal medicine; Computational biology; Bioinformatics; Medical physics; Cancer; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001953371,0.0008421721,0.002562526,0.0004010052,0.0001297035,0.00001823424,0.0004023652,0.001096424,0.03036759],"category_scores_gemma":[0.00008195598,0.0007582473,0.0006441007,0.000425797,0.0003915396,0.00005034612,0.0003462098,0.003060751,0.04079324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002994739,"about_ca_system_score_gemma":0.005046995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002185504,"about_ca_topic_score_gemma":0.00003680434,"domain_scores_codex":[0.9960125,0.0004516912,0.0009679896,0.001236319,0.0003735631,0.0009579347],"domain_scores_gemma":[0.9973459,0.0003740118,0.0006478981,0.0005034455,0.0002978571,0.000830852],"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":[0.0008938748,0.003005354,0.0002302934,0.0007576965,0.0003709239,0.0001892633,0.000351975,0.000001384314,0.0001204521,0.00005158296,0.6733283,0.3206989],"study_design_scores_gemma":[0.00765898,0.00684736,0.0002268127,0.0002874306,0.001859386,0.000253237,0.00004331158,0.00004420607,0.0001428755,0.00004604535,0.9820421,0.0005482681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003058596,0.2918242,0.0001861446,0.02142973,0.1395061,0.0037021,0.0008799734,0.0002871202,0.5391261],"genre_scores_gemma":[0.02133305,0.5670773,0.0009177763,0.01303963,0.09947506,0.005209392,0.03750941,0.0009536275,0.2544847],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3201506,"threshold_uncertainty_score":0.9994869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2365047499307266,"score_gpt":0.5251220920733896,"score_spread":0.288617342142663,"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."}}