{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000211749,0.00007083188,0.000132918,0.00006902156,0.000139735,0.00004215306,0.00003259967,0.00002705575,0.0001746958],"category_scores_gemma":[0.00004061441,0.00005967899,0.00005195904,0.00009786862,0.000009091917,0.0001392726,0.000003946056,0.0001987787,0.000001908525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000700553,"about_ca_system_score_gemma":0.0001029382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009872099,"about_ca_topic_score_gemma":0.00001599279,"domain_scores_codex":[0.999304,0.00001980878,0.0001761107,0.00009330281,0.0002513441,0.0001554521],"domain_scores_gemma":[0.9996117,0.00001008121,0.00009320198,0.00006038013,0.00007845757,0.0001461967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003104302,0.00003306721,0.7609546,0.00001327944,0.00002197354,0.0001603344,0.00006589835,0.0005973656,0.001028632,0.0001615499,0.001386231,0.2352667],"study_design_scores_gemma":[0.0009912598,0.0003448306,0.9942696,0.0004394226,0.00006251813,0.0005965789,0.00005521179,0.001465866,0.0002305917,0.0008364357,0.0006311361,0.00007653963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891288,0.001497564,0.005434439,0.002969093,0.0001115765,0.00008317453,9.655339e-7,0.00002489194,0.000749531],"genre_scores_gemma":[0.993091,0.00005663749,0.004846087,0.001267656,0.0005158285,0.000001295036,0.000004071042,0.000004791419,0.000212645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2351902,"threshold_uncertainty_score":0.2433639,"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."}}