{"id":"W1480824400","doi":"10.1158/1538-7445.am2014-4141","title":"Abstract 4141: Access to medical or radiation oncology consultation in patients who died from cancer in the Sudbury-Manitoulin District of Northeastern Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northeast Cancer Centre","funders":"","keywords":"Medicine; Cancer; Referral; Family medicine; Cancer registry; Radiation oncologist; Population; Radiation therapy; Emergency medicine; Internal medicine; 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":[0.0002581838,0.0002250541,0.0002765399,0.0008184173,0.002261171,0.0009467499,0.001079781,0.0003180651,0.002935544],"category_scores_gemma":[0.001573912,0.0003093696,0.0003423889,0.002904712,0.0006151118,0.00035657,0.0008063837,0.0006011594,0.0001948709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01502868,"about_ca_system_score_gemma":0.01520411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9842613,"about_ca_topic_score_gemma":0.9925343,"domain_scores_codex":[0.9993839,0.00004381467,0.00004539515,0.0001094015,0.0001440737,0.0002733775],"domain_scores_gemma":[0.998483,0.00009045712,0.0004795934,0.00003915443,0.0004212543,0.0004865801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003273808,0.00001210674,0.9975079,0.00001932485,0.00001210866,0.00008652994,0.0003695733,0.00004075245,0.00006693725,0.00002366389,0.0009240901,0.0009042875],"study_design_scores_gemma":[0.000004391486,0.00001111345,0.9982327,0.00002180081,0.000008332177,0.00005977614,0.0009881881,0.00008514526,0.00001990943,0.000008817334,0.0005552139,0.000004635017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896135,0.0005622144,0.00004664591,0.0003664305,0.00001651316,0.00005081148,0.006662842,0.000005533122,0.002675558],"genre_scores_gemma":[0.9967456,0.0002997633,0.00006333863,0.0001095897,0.00001028016,0.00002175447,0.001838631,0.000002688083,0.0009082695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01573873,"threshold_uncertainty_score":0.1090412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365209271835851,"score_gpt":0.4559282600882067,"score_spread":0.3194073329046216,"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."}}