{"id":"W4406644229","doi":"10.1016/b978-84-9022-657-5.00127-1","title":"10.1016/b978-84-9022-657-5.00127-1","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":[0.00009851707,0.0006712954,0.000962098,0.0003215686,0.00008210821,0.00002508831,0.0002935695,0.0004284153,0.9984185],"category_scores_gemma":[0.00002158775,0.0006542095,0.0002965845,0.00007335044,0.0001567756,0.00008820202,0.0001000713,0.0006482991,0.9937524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000327239,"about_ca_system_score_gemma":0.0001929432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001309261,"about_ca_topic_score_gemma":3.826138e-7,"domain_scores_codex":[0.9977225,0.00001430596,0.000471562,0.000698947,0.0005673973,0.0005252911],"domain_scores_gemma":[0.9981913,0.00006754255,0.00017049,0.0009865097,0.0001550337,0.0004291308],"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":[0.0009967809,0.00003696956,1.387358e-8,0.00006136874,0.0002680636,0.0001186691,0.00002293628,0.00001057434,0.00004196845,0.00006424461,0.07025568,0.9281228],"study_design_scores_gemma":[0.001079937,0.0004641381,0.000003981886,0.0006089793,0.0002682588,0.0002303213,7.14494e-7,0.00000410349,0.00004889281,0.0005991375,0.9960616,0.0006299749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[8.169939e-7,0.001988029,0.000005272365,0.0007889175,0.00000913427,0.0007804755,0.0001648171,0.0003658448,0.9958967],"genre_scores_gemma":[0.000001688622,0.000003161085,0.0004215763,0.0004083827,0.001319516,0.00005203974,0.0001874812,0.0003064767,0.9972997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9274927,"threshold_uncertainty_score":0.9995909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014701913919605,"score_gpt":0.2062667392643327,"score_spread":0.1961197201251366,"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."}}