{"id":"W3135388836","doi":"10.1158/1557-3265.adi21-po-094","title":"Abstract PO-094: Socioeconomic status and utilization of cancer surgeries in the United States, Canada, and Australia","year":2021,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Princess Margaret Cancer Centre; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Socioeconomic status; Residence; Demography; Population; Census; Gerontology; 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":[0.0003814524,0.0001577642,0.0001867441,0.001302049,0.00128895,0.0007763415,0.0004938146,0.0001829291,0.001741611],"category_scores_gemma":[0.002491332,0.0001402336,0.0003530032,0.002764527,0.0004375865,0.0003122241,0.0009051796,0.0003858504,0.0001734773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006630586,"about_ca_system_score_gemma":0.01138832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9704767,"about_ca_topic_score_gemma":0.9753883,"domain_scores_codex":[0.9994722,0.00005996452,0.00006032507,0.00007251168,0.0001969071,0.0001381113],"domain_scores_gemma":[0.9976788,0.00009154463,0.0005454884,0.00004509877,0.001014892,0.0006241268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001033427,0.00001051899,0.9964861,0.00002525942,0.00003260685,0.00002540003,0.0003072233,0.00005071189,0.00003041079,0.00006383447,0.001135082,0.001822744],"study_design_scores_gemma":[7.900802e-7,0.000003504003,0.9990277,0.0000178362,0.000005639074,0.00001496381,0.0004166884,0.00007680071,0.00001003021,0.00001011135,0.0004139811,0.000001961313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852347,0.000627403,0.00008615811,0.0006534308,0.0000147924,0.00003807128,0.007415525,0.00000921334,0.005920598],"genre_scores_gemma":[0.9969811,0.0003921561,0.0001085868,0.0001020072,0.000006717268,0.00002272091,0.001812495,0.000003210675,0.0005709667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02952325,"threshold_uncertainty_score":0.05939418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4898247384866304,"score_gpt":0.5658570414180496,"score_spread":0.07603230293141916,"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."}}