{"id":"W4234959094","doi":"10.1002/cncr.22710","title":"Author reply","year":2007,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Internal medicine; Metastasis; Oncology; Lactate dehydrogenase; Multivariate analysis; Univariate analysis; Chemotherapy; Adverse effect; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004148743,0.0007831484,0.00124807,0.0009674993,0.001551742,0.00291266,0.002458143,0.01704442,0.01777546],"category_scores_gemma":[0.0529016,0.0006270608,0.001024909,0.0007333395,0.002382373,0.005413756,0.00228781,0.02676416,0.01534895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982514,"about_ca_system_score_gemma":0.003366338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002531465,"about_ca_topic_score_gemma":0.002482908,"domain_scores_codex":[0.9973183,0.0006964219,0.0003671821,0.0004757573,0.0008688636,0.0002735644],"domain_scores_gemma":[0.9763264,0.009402656,0.001459069,0.0009275744,0.009908456,0.001975798],"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":[0.0000227007,0.000006400096,0.000293959,0.00006416753,0.000006819607,0.0003155973,0.00008014595,0.00001806412,0.00003922011,0.000521489,0.9943156,0.004315906],"study_design_scores_gemma":[0.00003052963,0.00002382084,0.0006852685,0.0002393956,0.00001505299,0.002498128,0.0003998785,0.00008202731,0.0001899155,0.001773435,0.9940132,0.00004930943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004072165,0.003597978,0.0002486362,0.878245,0.1151776,0.0000251094,0.0001790229,0.0001034726,0.002015986],"genre_scores_gemma":[0.002998838,0.002360213,0.0003299773,0.9296387,0.05777411,0.00006405425,0.00008302939,0.00005342967,0.006697733],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01777546,"threshold_uncertainty_score":0.05946481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03997354210521982,"score_gpt":0.3833051885033247,"score_spread":0.3433316463981049,"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."}}