{"id":"W4394424621","doi":"10.6084/m9.figshare.20092802.v1","title":"ECS22-0325.xlsx","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003517454,0.0002911605,0.0004789429,0.0001526405,0.0001144189,0.0000278118,0.0003427672,0.0002471264,0.9972162],"category_scores_gemma":[0.0004163246,0.0002847398,0.0002317506,0.0001605681,0.000006402064,0.00005636989,0.0003183267,0.0009891888,0.007654783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057277,"about_ca_system_score_gemma":0.0007887112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005673945,"about_ca_topic_score_gemma":0.00002942283,"domain_scores_codex":[0.9985054,0.00003638028,0.0002565398,0.0004501501,0.0004404423,0.0003110545],"domain_scores_gemma":[0.9986617,0.00008866513,0.0001446781,0.0008554287,0.0000551605,0.0001943855],"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":[0.00005099295,0.00004327062,7.960751e-7,0.001204904,0.0000836098,0.0005403795,0.000008682565,0.00000152086,0.000001342862,6.668867e-8,0.996745,0.001319428],"study_design_scores_gemma":[0.0006850885,0.0001665881,0.00008170479,0.0006539535,0.00007982862,0.0000939453,0.00001296122,0.000003571239,0.00001092074,8.695296e-7,0.997927,0.0002835731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[7.316362e-7,0.001209165,4.894836e-9,0.0001340814,0.0003058905,0.0004508011,0.9932994,0.0000658679,0.004534114],"genre_scores_gemma":[6.865289e-7,0.00008396501,0.000007413604,0.005437177,0.0005715643,0.0004450445,0.9901068,0.00003871522,0.003308618],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9895614,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04997190945575518,"score_gpt":0.3027456775593879,"score_spread":0.2527737681036327,"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."}}