{"id":"W4394393852","doi":"10.6084/m9.figshare.1591559.v7","title":"CPD-CP2012","year":2015,"lang":"en","type":"dataset","venue":"Figshare","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business","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":[0.00002675556,0.0002878764,0.0004352712,0.0001005564,0.00002854343,0.00001822784,0.0002388638,0.0003157146,0.5693155],"category_scores_gemma":[0.0006552977,0.0002507919,0.0001048377,0.0001277327,0.000009259142,0.00007493115,0.0001444621,0.0004929397,0.03679786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990406,"about_ca_system_score_gemma":0.0004287047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001433872,"about_ca_topic_score_gemma":0.00001403096,"domain_scores_codex":[0.998776,0.00001645331,0.0001797974,0.0003186968,0.0004138466,0.0002952394],"domain_scores_gemma":[0.9985132,0.00003966068,0.0001474466,0.0007959804,0.0002511181,0.0002526585],"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":[0.00005829964,0.00003439787,3.284762e-7,0.0006428441,0.00006231137,0.0001334233,0.000007017054,5.222752e-7,0.000001021833,6.814841e-8,0.9962658,0.002793933],"study_design_scores_gemma":[0.000652873,0.00008758475,0.00004474692,0.003724434,0.00006090263,0.000163438,0.000006742569,5.432294e-7,0.00002149319,0.00001629576,0.9949763,0.0002446708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[9.491315e-8,0.003550352,9.140471e-8,0.0001160306,0.0001595032,0.0003276223,0.9950954,0.00008963601,0.0006613026],"genre_scores_gemma":[8.713139e-7,0.00001104618,0.00005619268,0.001094123,0.001398741,0.0002571356,0.9956861,0.00004533235,0.001450495],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5325177,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07740393506992195,"score_gpt":0.3485299268235078,"score_spread":0.2711259917535859,"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."}}