{"id":"W2977486434","doi":"10.1093/neuonc/noz174","title":"Finding a four-leaf clover—identifying long-term survivors in IDH-wildtype glioblastoma","year":2019,"lang":"en","type":"letter","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Term (time); Glioblastoma; Wild type; Biology; Type (biology); Genetics; Oncology; Medicine; Cancer research; Gene; Ecology; Physics; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000392323,0.0007538944,0.001767417,0.001162993,0.00009968579,0.00007411549,0.0003948022,0.001854067,0.0004053699],"category_scores_gemma":[0.0004358487,0.0007017532,0.0004803743,0.0005482302,0.0001226362,0.0001170011,0.0003310619,0.002941376,0.00126361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207131,"about_ca_system_score_gemma":0.0005160581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002489546,"about_ca_topic_score_gemma":0.001476678,"domain_scores_codex":[0.9952482,0.0004762669,0.0009905234,0.00134812,0.0006544128,0.00128249],"domain_scores_gemma":[0.9960725,0.001994531,0.0006123012,0.001042477,0.0001185301,0.0001596261],"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":[0.000610992,0.0007071266,0.2147957,0.0007770616,0.0003780903,0.09901618,0.000347537,0.00001360163,0.008618335,0.000009666302,0.6669719,0.007753798],"study_design_scores_gemma":[0.01006996,0.003803042,0.05327412,0.0008751672,0.0007542647,0.0025602,0.00003145314,0.00004711166,0.002954106,0.00002426468,0.9248407,0.0007655473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6920056,0.0006332829,0.000008410075,0.294784,0.006128884,0.002037253,0.00007900465,0.0001602397,0.004163314],"genre_scores_gemma":[0.4101638,0.0007269945,0.0001329884,0.5809031,0.005534421,0.0003728688,0.0006901349,0.0004008464,0.001074839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2861192,"threshold_uncertainty_score":0.9995434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451457835727409,"score_gpt":0.3194752112077933,"score_spread":0.2743294276350524,"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."}}