{"id":"W2115389231","doi":"10.1002/0471463736.tnmp06","title":"Tumor, Host, and Environment‐related Prognostic Factors","year":2003,"lang":"en","type":"other","venue":"TNM Online","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Disease; Medicine; Cancer; Intensive care medicine; Palliative care; Oncology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006202597,0.0002859789,0.000287605,0.0007395747,0.0002260536,0.001212166,0.0002292095,0.0003496642,0.006237025],"category_scores_gemma":[0.001869643,0.00009230082,0.0003753938,0.001044847,0.0003324299,0.0005553825,0.0004604694,0.0008201993,0.001003003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995146,"about_ca_system_score_gemma":0.0003532203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172581,"about_ca_topic_score_gemma":0.001487276,"domain_scores_codex":[0.9996873,0.0001156641,0.00002934776,0.00003958761,0.00008966352,0.00003850295],"domain_scores_gemma":[0.9988617,0.0006540288,0.0002159083,0.00002497496,0.0001659064,0.00007764532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008472318,0.0001577687,0.3261593,0.002432697,0.0006195519,0.002114517,0.000569941,0.002706619,0.003392343,0.01407938,0.09282669,0.554094],"study_design_scores_gemma":[0.00004781275,0.000645543,0.5411441,0.003929296,0.0006327127,0.01218694,0.0009697247,0.003177926,0.003987753,0.02180062,0.4113291,0.0001484321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1497418,0.7571613,0.01121926,0.02002678,0.002736545,0.00008755316,0.004471554,0.0001964751,0.05435866],"genre_scores_gemma":[0.6643359,0.2921132,0.007082344,0.003024257,0.002698282,0.0001195319,0.004000294,0.00008104701,0.02654517],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006237025,"threshold_uncertainty_score":0.02086496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006319432154981722,"score_gpt":0.2152099762264873,"score_spread":0.2088905440715055,"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."}}