{"id":"W2725855738","doi":"10.9778/cmajo.20160045","title":"Cancer incidence attributable to lifestyle and environmental factors in Alberta in 2012: summary of results","year":2017,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Incidence (geometry); Environmental health; Cancer incidence; Medicine; Cancer; Demography; Internal medicine; Population","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":[0.0001848624,0.00006139262,0.0001955915,0.00005936631,0.00004285356,0.00003771696,0.0001891803,0.00002896551,0.00007435678],"category_scores_gemma":[0.0002419813,0.00005495692,0.000009860982,0.00003799545,0.0000367575,0.000501203,0.0002470887,0.00007257799,0.000008374814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006908733,"about_ca_system_score_gemma":0.00005432737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08012511,"about_ca_topic_score_gemma":0.01447749,"domain_scores_codex":[0.9994308,0.00001578255,0.0001814637,0.0001643986,0.00008235997,0.0001251912],"domain_scores_gemma":[0.9995081,0.00005513195,0.00007947175,0.0002753838,0.000004096504,0.00007783784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000970527,0.00003176898,0.9920956,0.000008217266,0.000004628966,0.000006965959,0.000900542,0.00001564582,0.0023063,0.000003675829,0.002134239,0.002395302],"study_design_scores_gemma":[0.001273015,0.00003620063,0.9815027,0.0002135392,0.000005339836,0.000001398433,0.000154251,0.0001164604,0.008177587,0.000007247527,0.008450598,0.00006170737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936152,0.0001837716,9.171865e-7,0.002213094,0.00004292683,0.0003649799,0.00003751313,0.000001193136,0.003540425],"genre_scores_gemma":[0.9945518,0.0001784939,0.00004289898,0.0002152121,0.00002057123,0.00001561833,0.00002940368,0.000006215408,0.004939766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06564761,"threshold_uncertainty_score":0.9260004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900261391253113,"score_gpt":0.3251916326057309,"score_spread":0.2961890186931997,"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."}}