{"id":"W2736136324","doi":"10.1503/cmaj.1095447","title":"Half of Canadians can expect cancer diagnosis during lifetime","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Medicine; Cause of death; Demography; Gerontology; Pathology; Internal medicine; Sociology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003203224,0.0002959741,0.0002938246,0.000597441,0.002949771,0.0008683909,0.0006587749,0.0009904909,0.05171925],"category_scores_gemma":[0.002113993,0.0001955232,0.0005823783,0.001597399,0.0003945092,0.0007221788,0.0009858195,0.001068313,0.007283518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005626425,"about_ca_system_score_gemma":0.01690971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.927641,"about_ca_topic_score_gemma":0.9580715,"domain_scores_codex":[0.9994847,0.00002153734,0.00001339009,0.00004004037,0.0001955752,0.0002448122],"domain_scores_gemma":[0.9991598,0.00003156906,0.00007332966,0.0000219423,0.0003245654,0.0003887749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009972081,0.00006722136,0.07016285,0.000307791,0.00003477919,0.0002910499,0.0006189583,0.00006949581,0.0003300337,0.002012947,0.7691622,0.1568431],"study_design_scores_gemma":[0.00006382573,0.00007714221,0.2163074,0.0009260731,0.00008917991,0.0008868432,0.003089827,0.0001554722,0.000236949,0.001025163,0.7770672,0.00007486276],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2028217,0.03489936,0.001953804,0.1784875,0.006167669,0.000594903,0.1197473,0.001054012,0.4542737],"genre_scores_gemma":[0.6493968,0.05625639,0.002996368,0.1053275,0.001580907,0.0004810504,0.04329376,0.0002230266,0.1404443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07235897,"threshold_uncertainty_score":0.1730181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02882470938988883,"score_gpt":0.3140089942664565,"score_spread":0.2851842848765677,"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."}}