{"id":"W2121666463","doi":"10.3747/co.v18i6.822","title":"Cancer Risk: Are We Well Behaved?","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Cancer; Cause of death; Environmental health; Demography; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007903878,0.000126841,0.0003160555,0.00007433082,0.00005065937,0.000002848504,0.00008057999,0.0001139489,0.005243561],"category_scores_gemma":[0.00002534604,0.0001016724,0.0001037002,0.00009447098,0.0001004511,0.00002991186,0.00004365474,0.0003629034,0.000201024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539468,"about_ca_system_score_gemma":0.0001838224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007951783,"about_ca_topic_score_gemma":0.0009677127,"domain_scores_codex":[0.9991592,0.00003871429,0.000193674,0.0002399467,0.0001062686,0.0002621647],"domain_scores_gemma":[0.9993432,0.00003058867,0.0001610052,0.0002183331,0.00007195015,0.0001749557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001631881,0.0004556788,0.7644814,0.00004526653,0.00003822071,0.0000269573,0.001091841,3.31406e-7,0.00003256093,0.00005239062,0.04876319,0.1848489],"study_design_scores_gemma":[0.0007863758,0.0002869886,0.3355148,0.00007802927,0.0001684727,0.00001067028,0.0001951589,0.00002104523,0.0002781026,0.00006757625,0.6625029,0.00008984587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568405,0.0156114,0.0001318062,0.001200329,0.006057225,0.0004279688,0.00008295796,0.0001066505,0.01954114],"genre_scores_gemma":[0.9812967,0.016827,0.00009677148,0.0001562699,0.0006974248,0.00008419355,0.000009987181,0.00002199374,0.000809659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6137397,"threshold_uncertainty_score":0.9956658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2336423448248221,"score_gpt":0.439091549260023,"score_spread":0.2054492044352009,"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."}}