{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006127797,0.0005312405,0.001581045,0.0009405633,0.003210588,0.005949597,0.001171834,0.004560586,0.01017876],"category_scores_gemma":[0.04382654,0.000327181,0.000783506,0.001145807,0.005506357,0.00681539,0.001895396,0.008711739,0.003842823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002327789,"about_ca_system_score_gemma":0.003863525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009538032,"about_ca_topic_score_gemma":0.01271219,"domain_scores_codex":[0.995371,0.001979445,0.0003288841,0.0005069335,0.001384086,0.0004295348],"domain_scores_gemma":[0.985753,0.004510558,0.001979762,0.0006672578,0.003918034,0.003171426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000378025,0.0004311647,0.1147344,0.001015685,0.0006031249,0.0006417314,0.005663017,0.0002753017,0.0004507712,0.01963517,0.3728996,0.483272],"study_design_scores_gemma":[0.0001796975,0.0008744756,0.1479709,0.008993674,0.001074167,0.002881658,0.03093104,0.0008581602,0.0005735764,0.180553,0.6246606,0.0004491469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01501378,0.0689099,0.001270864,0.893385,0.006516125,0.00002837776,0.0004332602,0.0001044173,0.01433832],"genre_scores_gemma":[0.4348956,0.1616839,0.003277433,0.3683308,0.02034758,0.0001371321,0.0008874817,0.0001709222,0.01026911],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01017876,"threshold_uncertainty_score":0.0340513,"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."}}