{"id":"W4406643720","doi":"10.1016/b978-84-9113-504-3.00127-x","title":"10.1016/b978-84-9113-504-3.00127-x","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00009519017,0.0006730884,0.000954963,0.0003169816,0.00008000143,0.0000255173,0.0002905498,0.0004309536,0.9983699],"category_scores_gemma":[0.00002105941,0.0006533347,0.0002922639,0.00007361221,0.000156462,0.00008667119,0.00009627837,0.000634181,0.9939444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143009,"about_ca_system_score_gemma":0.0001981134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001153631,"about_ca_topic_score_gemma":3.070495e-7,"domain_scores_codex":[0.9977413,0.00001306153,0.000466204,0.0006966193,0.0005618445,0.0005209881],"domain_scores_gemma":[0.9982201,0.00006262364,0.0001672971,0.0009604852,0.0001606306,0.0004288372],"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":[0.0009681072,0.00003589414,1.545313e-8,0.000065031,0.0002667122,0.0001161518,0.00002257874,0.000009783701,0.00003862634,0.0000650358,0.04745591,0.9509562],"study_design_scores_gemma":[0.001046255,0.0004667497,0.000004211949,0.0006521961,0.0002677651,0.0002218497,7.447028e-7,0.000004145473,0.00004916533,0.0006975519,0.9959613,0.0006280601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.465615e-7,0.002060233,0.000005031292,0.0006057498,0.000008643909,0.000756084,0.0001521258,0.0003680284,0.9960431],"genre_scores_gemma":[0.000002039785,0.000003378874,0.0004183338,0.0003392374,0.001296533,0.00004699182,0.0001700163,0.0003039597,0.9974195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9503281,"threshold_uncertainty_score":0.9995918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009817848582310326,"score_gpt":0.2054092331274796,"score_spread":0.1955913845451693,"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."}}