{"id":"W4406387146","doi":"10.1016/s0029-7437(10)70147-6","title":"10.1016/s0029-7437(10)70147-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mastectomy; Prophylactic Mastectomy; Medicine; General surgery; Breast 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":[0.0001072128,0.0001465917,0.0002314749,0.00007578822,0.00006710771,0.00001817554,0.0001083196,0.00008250074,0.999492],"category_scores_gemma":[0.00001941729,0.0001250442,0.00009593766,0.0002095786,0.00003320702,0.00004518652,0.00003154091,0.0001323108,0.9975688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004156855,"about_ca_system_score_gemma":0.00005708181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002646489,"about_ca_topic_score_gemma":1.225063e-7,"domain_scores_codex":[0.999055,0.00002386471,0.0001723628,0.0002429767,0.0002173895,0.0002884237],"domain_scores_gemma":[0.9991852,0.00002263864,0.00001924126,0.000418069,0.00006008771,0.0002947473],"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":[0.0001931185,0.00008729799,5.047407e-7,0.00000916772,0.00001710797,0.00002244219,0.00001053469,0.000002187085,0.0001876995,8.496217e-7,0.7460213,0.2534478],"study_design_scores_gemma":[0.0006639151,0.0003343138,0.002154789,0.00004525846,0.00006026123,0.0001183025,0.000002218816,0.00008583535,0.0001166616,0.000003123175,0.9962701,0.000145194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005966729,0.0001415903,5.360328e-7,0.00103772,3.006771e-7,0.0002146386,0.00001267201,0.0001481566,0.9924777],"genre_scores_gemma":[0.001525444,3.734567e-7,0.0001832877,0.0001529312,0.0002741023,0.00001753617,0.00002879834,0.00003274629,0.9977848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2533026,"threshold_uncertainty_score":0.5099154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008255931612975815,"score_gpt":0.1913648294946015,"score_spread":0.1831088978816257,"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."}}