{"id":"W2036489555","doi":"10.1002/ssu.10016","title":"Prognostic factors in cancer","year":2003,"lang":"en","type":"review","venue":"Seminars in Surgical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":289,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Disease; Cancer; Affect (linguistics); Intensive care medicine; Clinical Practice; Relevance (law); Oncology; Internal medicine; Family medicine; Psychology","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":[0.00845359,0.001137594,0.001181664,0.004688399,0.001653626,0.003606786,0.001710224,0.00210879,0.01279234],"category_scores_gemma":[0.03539784,0.0002706533,0.001354413,0.008432591,0.002940281,0.004221144,0.002896443,0.003959949,0.003287124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00304949,"about_ca_system_score_gemma":0.004647287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005575347,"about_ca_topic_score_gemma":0.004479466,"domain_scores_codex":[0.9943225,0.002532217,0.0005571306,0.0005887149,0.001582657,0.0004168104],"domain_scores_gemma":[0.9817361,0.009960449,0.002457808,0.0007720043,0.004223501,0.0008502454],"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":[0.0002329908,0.0000755252,0.04533644,0.003811707,0.0002334873,0.0007347015,0.001400206,0.001127619,0.0002226838,0.1516821,0.1852575,0.609885],"study_design_scores_gemma":[0.00004882031,0.0001987179,0.02593608,0.005186512,0.0003534904,0.004800657,0.001189398,0.001082145,0.000287419,0.1169262,0.8438693,0.000121441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01035338,0.7078591,0.044312,0.1255796,0.02111209,0.0004449099,0.004152959,0.0005089449,0.08567711],"genre_scores_gemma":[0.2719675,0.5710045,0.05137712,0.03690296,0.03201742,0.001053209,0.007493723,0.000295766,0.02788784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01279234,"threshold_uncertainty_score":0.04470742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06210977129412731,"score_gpt":0.469510629912206,"score_spread":0.4074008586180787,"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."}}