{"id":"W1538113739","doi":"10.1177/030089160909500503","title":"Cancer prevention and population-based screening","year":2009,"lang":"en","type":"article","venue":"Tumori Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Cancer prevention; Psychological intervention; Medicine; Cancer; Public health; Cancer screening; Tobacco control; Environmental health; Population; Business; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003405253,0.0003840643,0.0006106459,0.002446646,0.0007468744,0.001576912,0.0007121864,0.001895528,0.03072578],"category_scores_gemma":[0.01151767,0.0001871705,0.0005765532,0.002213837,0.0009189029,0.00105078,0.001829857,0.001893696,0.003616708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001953613,"about_ca_system_score_gemma":0.005194912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01263233,"about_ca_topic_score_gemma":0.01157077,"domain_scores_codex":[0.9965085,0.001600043,0.0001322629,0.0002961527,0.001096657,0.0003663587],"domain_scores_gemma":[0.9973791,0.0008477574,0.000316525,0.0001961577,0.0006182024,0.0006424518],"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":[0.0001102576,0.001087738,0.05179678,0.001838008,0.0002283603,0.0003284643,0.000400634,0.001354411,0.0004610102,0.06970687,0.1625936,0.7100939],"study_design_scores_gemma":[0.0001341194,0.0008876838,0.1525021,0.004137984,0.0002799448,0.001412697,0.0009799458,0.001347009,0.0006317651,0.05844535,0.7791808,0.00006051107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03092765,0.1463718,0.02816588,0.2584339,0.009801552,0.002006831,0.005813183,0.001013612,0.5174657],"genre_scores_gemma":[0.5504063,0.2344962,0.02329801,0.059282,0.01218478,0.003530893,0.005322336,0.0001140314,0.1113655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03072578,"threshold_uncertainty_score":0.102788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06196061429613903,"score_gpt":0.373905420907654,"score_spread":0.311944806611515,"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."}}