{"id":"W4406543060","doi":"10.1016/j.ysur.2016.03.154","title":"10.1016/j.ysur.2016.03.154","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Adjuvant; Breast cancer; Oncology; Gynecology; Ovarian cancer; Internal medicine; Cancer","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006497907,0.0001429838,0.0001087303,0.0000317853,0.00006900329,0.0000271976,0.000179081,0.00009896139,0.9458949],"category_scores_gemma":[0.0000301663,0.0001501721,0.00008659207,0.00006756798,0.00004507224,0.000002442903,0.00004305659,0.00003878599,0.9159613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008380037,"about_ca_system_score_gemma":0.00005795705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007270781,"about_ca_topic_score_gemma":3.356627e-7,"domain_scores_codex":[0.9991509,0.00003407745,0.0001463621,0.0003098875,0.0001076773,0.0002511199],"domain_scores_gemma":[0.9992912,0.000005438098,0.0000211632,0.0003820494,0.00006497082,0.0002351151],"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":[0.0003516198,0.0001852477,0.000002233808,0.00001404093,0.00003266039,0.000004689355,0.000005996472,0.0000607051,0.01934497,4.572346e-7,0.8060261,0.1739713],"study_design_scores_gemma":[0.0004799813,0.0002598942,0.00007951794,0.000008690563,0.00001974677,0.000005286826,0.000001198776,0.00001147231,0.01073853,0.00001622249,0.9881667,0.0002127663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01835889,0.0008976741,0.000004310269,0.0001680711,0.000003715147,0.0001786591,0.00008073067,0.00003469043,0.9802732],"genre_scores_gemma":[0.003124134,0.000009815778,0.0001474037,0.0001690405,0.0004590629,0.00002175598,0.0002174906,0.0000274001,0.9958239],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1821406,"threshold_uncertainty_score":0.612384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003728872713428527,"score_gpt":0.1780456038640509,"score_spread":0.1743167311506224,"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."}}