{"id":"W7096214976","doi":"","title":"Methods","year":2015,"lang":"en","type":"article","venue":"","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Mammography; Incidence (geometry); Cancer; Cancer incidence; Mammography screening","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005483925,0.002234442,0.001673084,0.002315203,0.001830051,0.002344831,0.003078134,0.001581972,0.2517125],"category_scores_gemma":[0.006609263,0.0009538975,0.001250152,0.001793993,0.0008325871,0.0009038183,0.00177175,0.001540988,0.08538789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083439,"about_ca_system_score_gemma":0.008332996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006783417,"about_ca_topic_score_gemma":0.01038553,"domain_scores_codex":[0.9967757,0.0006958907,0.0004173883,0.0009049263,0.0008140112,0.0003920181],"domain_scores_gemma":[0.997777,0.0003560572,0.0001774037,0.0004979558,0.0008851838,0.0003064425],"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":[0.02426138,0.00866704,0.03053973,0.01037954,0.0004507415,0.002779947,0.00259325,0.00102838,0.007897208,0.02839456,0.2169764,0.6660319],"study_design_scores_gemma":[0.006787728,0.006203929,0.01893272,0.003143207,0.0008331911,0.001779423,0.001884826,0.00108453,0.003331665,0.01507313,0.9407611,0.0001844899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.1005374,0.01478372,0.1364999,0.006545884,0.006419987,0.3346696,0.1496268,0.003840582,0.2470761],"genre_scores_gemma":[0.1036734,0.008215795,0.1203978,0.01518269,0.0008667904,0.4065742,0.0414017,0.00136497,0.3023228],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7482874,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4340161025584922,"score_gpt":0.5339577140091274,"score_spread":0.09994161145063518,"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."}}