{"id":"W2167870999","doi":"10.1158/1055-9965.epi-11-0674","title":"Methods to Assess Adverse Health-Related Outcomes in Cancer Survivors","year":2011,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer survivorship and care","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Survivorship curve; Confounding; Reading (process); Cancer survivorship; Cancer; Cancer survivor; Psychology; Gerontology; Medicine; Political science; Pathology","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":[0.039417,0.001585857,0.001238632,0.00636058,0.001149099,0.001709467,0.002018122,0.001390002,0.01194859],"category_scores_gemma":[0.06583249,0.0009381165,0.002216072,0.003529496,0.0008683106,0.001245785,0.002176437,0.001291857,0.002756352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125745,"about_ca_system_score_gemma":0.003064173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002399705,"about_ca_topic_score_gemma":0.003678726,"domain_scores_codex":[0.9628751,0.02342824,0.004708621,0.002469636,0.005982205,0.0005362345],"domain_scores_gemma":[0.9636976,0.01493846,0.0101485,0.004267032,0.00627211,0.000676315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003602566,0.00182594,0.2751668,0.008840718,0.002218601,0.0003058321,0.00327616,0.0009695458,0.004146929,0.01728689,0.02677797,0.655582],"study_design_scores_gemma":[0.00358281,0.01310247,0.570615,0.009619219,0.003920941,0.003656577,0.00582131,0.006354969,0.01467534,0.04624727,0.3215442,0.0008599192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1140311,0.03314434,0.6207196,0.004481262,0.003240304,0.1325646,0.03813935,0.001078349,0.05260105],"genre_scores_gemma":[0.1444131,0.01313737,0.5259601,0.002793286,0.0008012583,0.2810139,0.008649088,0.0002345734,0.0229973],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.039417,"threshold_uncertainty_score":0.2084595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2022193806109156,"score_gpt":0.479531527823594,"score_spread":0.2773121472126785,"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."}}