{"id":"W1935122906","doi":"10.1002/cncr.25427","title":"The impact of socioeconomic status on stage of cancer at diagnosis and survival","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":294,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Stage (stratigraphy); Cancer registry; Cancer; Socioeconomic status; Internal medicine; Population; Breast cancer; Colorectal cancer; Relative survival; Proportional hazards model; Oncology; Gynecology; Demography; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006224565,0.0001967048,0.0001704892,0.0006671454,0.0006025422,0.0007347164,0.0003071109,0.0002015897,0.002103378],"category_scores_gemma":[0.003101785,0.00008415174,0.0003880463,0.0007818621,0.0005122377,0.0002302535,0.0006171198,0.0002810564,0.0001550882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970903,"about_ca_system_score_gemma":0.001980767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3659694,"about_ca_topic_score_gemma":0.5185602,"domain_scores_codex":[0.999402,0.0001016962,0.00002949885,0.00004951103,0.0001845313,0.0002326595],"domain_scores_gemma":[0.9980939,0.0002735208,0.0006511921,0.00006619735,0.0003600778,0.0005551442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004128094,0.000006230737,0.9973508,0.000007686365,0.00004029184,0.00004414066,0.0000583621,0.00005147378,0.00004156882,0.00004084076,0.0002290582,0.002088213],"study_design_scores_gemma":[0.000001364549,0.00001015511,0.9994736,0.000007504591,0.00001298834,0.00003456124,0.0000617866,0.00007284115,0.00001158626,0.00002724155,0.0002845931,0.000001579322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936199,0.0009314794,0.00009809044,0.0005697314,0.00001465446,0.00001005564,0.0009686264,0.000003703342,0.003783777],"genre_scores_gemma":[0.9992235,0.0002062396,0.00002606078,0.00002643933,0.000006562293,0.000002362631,0.0003115028,9.271689e-7,0.0001964821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3659694,"threshold_uncertainty_score":0.7276784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05657624583376918,"score_gpt":0.4000118140586578,"score_spread":0.3434355682248886,"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."}}