{"id":"W1951867042","doi":"10.1002/0471463736.tnmp01.pub2","title":"The Importance of Prognosis in Cancer Medicine","year":2006,"lang":"en","type":"other","venue":"TNM Online","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Generalizability theory; Medicine; Clinical Practice; Outcome (game theory); Plan (archaeology); Cancer; Intensive care medicine; Oncology; Medical physics; Psychology; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001070301,0.0001762403,0.0006443752,0.000144442,0.00000786293,7.71404e-7,0.000122968,0.0001524767,0.001268733],"category_scores_gemma":[0.0001824733,0.0001021996,0.0000672917,0.0002603183,0.0002378771,0.000006650323,0.00002173752,0.0001841441,0.000002498908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004392125,"about_ca_system_score_gemma":0.0001198247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003460267,"about_ca_topic_score_gemma":0.02250641,"domain_scores_codex":[0.9989263,0.00002195978,0.0004311622,0.0001761405,0.0002773445,0.0001670923],"domain_scores_gemma":[0.999113,0.0001258483,0.0003782218,0.0002613298,0.00008368997,0.00003791205],"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":[0.0000434803,0.0001391344,0.2164668,0.0003722173,0.00009422129,0.00002237467,0.0001086273,3.746732e-7,0.00005924091,0.00005091759,0.777907,0.004735632],"study_design_scores_gemma":[0.0008730023,0.00014465,0.01543159,0.007860879,0.0001132632,0.000001272686,0.0001147325,0.00001176396,0.0001964651,0.0000332187,0.9751267,0.00009248805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01394225,0.2730148,0.0000118169,0.009220258,0.0006285041,0.001387249,0.0030991,0.0001223341,0.6985737],"genre_scores_gemma":[0.004315585,0.0583457,0.002198603,0.0006208726,0.002858479,0.0001284395,0.001844144,0.0004121537,0.929276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2307023,"threshold_uncertainty_score":0.9996442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226610788654309,"score_gpt":0.4607489538550952,"score_spread":0.3380878749896643,"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."}}