{"id":"W1998962687","doi":"10.1016/j.ijrobp.2012.07.245","title":"Who Dies From Prostate Cancer? An Analysis of the SEER Database","year":2012,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Prostate cancer; Oncology; Internal medicine; Database; Cancer","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":[0.002507676,0.0002742227,0.001058536,0.00320204,0.0005944,0.001505655,0.001246324,0.0008935733,0.002370132],"category_scores_gemma":[0.01626522,0.0004277106,0.00119917,0.009359338,0.0002734921,0.001540606,0.001412142,0.0008468219,0.0005833572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101321,"about_ca_system_score_gemma":0.001492271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02774671,"about_ca_topic_score_gemma":0.03398753,"domain_scores_codex":[0.9960674,0.001081778,0.0008789303,0.00083354,0.0007346728,0.0004037011],"domain_scores_gemma":[0.9828112,0.00676891,0.007001223,0.001126077,0.001402808,0.0008898001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002354095,0.0000382188,0.9944462,0.00009123774,0.0002775381,0.0001019258,0.0001143227,0.0001536282,0.00004883394,0.0001005207,0.001905422,0.002486772],"study_design_scores_gemma":[0.00001905957,0.00003915794,0.996375,0.00005739001,0.0001805534,0.0003656909,0.0006539442,0.0006332182,0.00005897676,0.00006599007,0.001537175,0.00001373622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9170445,0.002781715,0.0001823868,0.001056235,0.00001809586,0.00006133419,0.0769406,0.000020522,0.00189464],"genre_scores_gemma":[0.9378918,0.001625884,0.000308087,0.000456091,0.0000295418,0.00007129104,0.05928209,0.00002112285,0.0003141947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02774671,"threshold_uncertainty_score":0.05517042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07921057522982448,"score_gpt":0.4384915828022779,"score_spread":0.3592810075724534,"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."}}