{"id":"W4247734966","doi":"10.1159/isbn.978-3-8055-8498-2","title":"The Prevention of Second Primary Cancers","year":2008,"lang":"en","type":"book","venue":"Progress in tumor research","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Primary (astronomy); Primary prevention; Medicine; Internal medicine; Physics; Disease","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":[0.00178943,0.0002492623,0.0006730611,0.0004892533,0.0002047137,0.00002835127,0.0004973194,0.0002019445,0.0005374818],"category_scores_gemma":[0.0001068192,0.0001859799,0.0002110902,0.0003155915,0.001610499,0.00008175939,0.000245387,0.002020641,0.00003008957],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002704761,"about_ca_system_score_gemma":0.01033246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004231388,"about_ca_topic_score_gemma":0.0003649111,"domain_scores_codex":[0.9963326,0.0002623662,0.0006799857,0.0005071167,0.001521489,0.0006964692],"domain_scores_gemma":[0.9979368,0.0004523334,0.0002445894,0.0007720708,0.0004379903,0.0001561553],"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":[0.005159711,0.0003998012,0.01864755,0.009701484,0.0006000873,0.002184251,0.001299637,0.000003024687,0.0001490415,0.001949141,0.3884634,0.5714428],"study_design_scores_gemma":[0.002495469,0.001048624,0.01414324,0.001927931,0.00003393178,0.0001597959,0.0001000388,0.00004823889,0.0005883459,0.001223047,0.9779539,0.0002774335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02643996,0.08784971,6.07728e-7,0.0004075973,0.0003563651,0.003323076,0.00007683913,0.00003695245,0.8815089],"genre_scores_gemma":[0.01131254,0.01067165,0.0002164299,0.0001152947,0.0004915168,0.0006545605,0.0002716475,0.0001088609,0.9761575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5894905,"threshold_uncertainty_score":0.9952781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07558569888072093,"score_gpt":0.3952110527923283,"score_spread":0.3196253539116074,"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."}}