{"id":"W159199421","doi":"10.3332/ecancer.2014.ed33","title":"ecancermedicalscience","year":2016,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001349233,0.0005120309,0.0004273279,0.001278007,0.001016013,0.003269901,0.0006504094,0.00339817,0.3331899],"category_scores_gemma":[0.006911548,0.0003162548,0.0004357866,0.0007698995,0.001062346,0.001176856,0.00241559,0.00334768,0.1804021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540092,"about_ca_system_score_gemma":0.002543767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548445,"about_ca_topic_score_gemma":0.003674797,"domain_scores_codex":[0.9987589,0.0001733954,0.00006667477,0.0001923029,0.0006489751,0.0001596708],"domain_scores_gemma":[0.9968784,0.0004931024,0.0001612636,0.0003158247,0.0008559133,0.001295532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002485666,0.00002237359,0.0002895985,0.0002730467,0.000005617668,0.000148202,0.00006094018,0.00001717977,0.0003734924,0.00439314,0.8474354,0.1469561],"study_design_scores_gemma":[0.000003026883,0.000006744289,0.0002012643,0.00007943089,8.184732e-7,0.0001951533,0.00002066263,0.000005257469,0.00005035134,0.0002574479,0.9991785,0.000001402125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001002049,0.04551899,0.0006203123,0.04668525,0.03433804,0.0001044823,0.0005009145,0.0006119303,0.870618],"genre_scores_gemma":[0.0127139,0.03474902,0.001048592,0.02674569,0.01834523,0.0001069543,0.0008702406,0.0001673934,0.9052529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6668101,"threshold_uncertainty_score":0.9511237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07077332423213224,"score_gpt":0.3697554216689999,"score_spread":0.2989820974368677,"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."}}