{"id":"W1881504402","doi":"10.1186/s12939-015-0246-z","title":"Colon cancer care and survival: income and insurance are more predictive in the USA, community primary care physician supply more so in Canada","year":2015,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Robarts Clinical Trials; Ontario Tech University; Sunnybrook Health Science Centre; Western University; University of Windsor","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Cancer Institute; Centers for Disease Control and Prevention; Cancer Registry of Greater California; California Department of Public Health; University of Windsor; Cancer Care Ontario; Canadian Institutes of Health Research; University of Southern California","keywords":"Medicine; Poverty; Cancer registry; Health services research; Population; Health care; Socioeconomic status; Public health; Family medicine; Census; Cancer; Demography; Environmental health; Nursing; Economic growth; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008673103,0.0001283699,0.0003260826,0.0001221097,0.0001462048,0.0000510684,0.0002892388,0.00004776779,0.000001431416],"category_scores_gemma":[0.0001375126,0.0001039838,0.00002747385,0.0001532991,0.00008999483,0.0002001383,0.0001280641,0.0008318427,7.805682e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005959781,"about_ca_system_score_gemma":0.004066678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9118945,"about_ca_topic_score_gemma":0.9858545,"domain_scores_codex":[0.9982277,0.000225648,0.0004056706,0.0001404725,0.0007136855,0.0002867899],"domain_scores_gemma":[0.9988387,0.0001886748,0.0002251366,0.0001108986,0.00046675,0.000169853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006374528,0.00002893013,0.9641101,0.000299817,0.000016359,0.00008637702,0.02061666,0.0007325082,0.000002899508,0.00002390271,0.0001695873,0.01327545],"study_design_scores_gemma":[0.0021784,0.0002911282,0.9284884,0.001798333,0.000005235256,0.00007589131,0.06624827,0.0002477009,0.00000467083,0.0001731966,0.000409661,0.00007909437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868899,0.005424777,0.000007553889,0.00604783,0.0004785664,0.000468072,0.0005301434,0.000002997993,0.0001501379],"genre_scores_gemma":[0.9945346,0.00084898,0.00006251335,0.004251568,0.0001819928,0.00004652431,0.00006123739,0.000008967002,0.000003690983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07396001,"threshold_uncertainty_score":0.9978561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1380637389192158,"score_gpt":0.4543366417355028,"score_spread":0.3162729028162869,"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."}}