{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001257688,0.003603891,0.002432262,0.003643526,0.002526303,0.003953204,0.003952812,0.006715335,0.9884934],"category_scores_gemma":[0.001750898,0.001099752,0.001806646,0.002599889,0.002377195,0.005559407,0.003436101,0.003370424,0.9922962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289004,"about_ca_system_score_gemma":0.001348007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469825,"about_ca_topic_score_gemma":0.003025078,"domain_scores_codex":[0.9992352,0.00005684018,0.00006510764,0.0002658661,0.0001925123,0.0001844721],"domain_scores_gemma":[0.9971706,0.0008269259,0.0001898084,0.0002537433,0.000491083,0.001067837],"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":[0.0005131618,0.0003190228,0.0009273444,0.0009518478,0.00004907724,0.0003447959,0.0001223801,0.0006299606,0.002699289,0.006955717,0.3207127,0.6657748],"study_design_scores_gemma":[0.0000798439,0.0002026512,0.0009800987,0.0004531187,0.00001759005,0.0004610949,0.0001289781,0.0002728203,0.0005110412,0.0008039112,0.9960579,0.00003111819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004930161,0.0005774715,0.0006042158,0.0004005672,0.0003739211,0.0001145686,0.0007536538,0.0006290635,0.9960535],"genre_scores_gemma":[0.0005731608,0.0002365412,0.0003306266,0.0001853867,0.0001050709,0.00006164746,0.0003747225,0.0001393628,0.9979935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01150662,"threshold_uncertainty_score":0.01641279,"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."}}