{"id":"W2735413647","doi":"10.24095/hpcdp.37.7.01","title":"Cancers attributable to excess body weight in Canada in 2010","year":2017,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Overweight; Cancer; Body mass index; Attributable risk; Population; Obesity; Kidney cancer; Type 2 diabetes; Prostate cancer; Internal medicine; Adenocarcinoma; Cancer registry; Colorectal cancer; Diabetes mellitus; Endocrinology; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0002273202,0.0001300498,0.0003091918,0.0001033876,0.0001294955,0.00002062052,0.00009293827,0.00002808562,0.0004609857],"category_scores_gemma":[0.00003431122,0.0001350702,0.00002038473,0.0001359023,0.00001794106,0.0001221073,0.00003939273,0.0002107619,9.91515e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02270405,"about_ca_system_score_gemma":0.06764705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998937,"about_ca_topic_score_gemma":0.999997,"domain_scores_codex":[0.9984391,0.000067393,0.0004125216,0.0003213937,0.0002978858,0.0004616839],"domain_scores_gemma":[0.9988609,0.00001041798,0.0001561127,0.0003024744,0.00002952563,0.0006405559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001327398,0.00009908628,0.9678286,0.0009501968,0.000008356607,0.000114001,0.00006011933,0.0002154881,0.000006304942,0.00003993932,0.009868956,0.02067619],"study_design_scores_gemma":[0.002259524,0.00008737179,0.9820723,0.0010755,0.000007212418,0.000001992902,0.00008654253,0.001326921,0.00001020217,0.00005649875,0.01288665,0.0001292861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792569,0.001770744,0.00002105086,0.0167119,0.0008203626,0.001119588,0.0001344032,0.000005234438,0.0001597744],"genre_scores_gemma":[0.9976355,0.0008598386,0.000006930344,0.0005462889,0.00007092232,0.0001623171,0.00006866791,0.00001193464,0.0006375728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04494301,"threshold_uncertainty_score":0.9810476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328531845482832,"score_gpt":0.3464197730417476,"score_spread":0.3131344545869193,"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."}}