{"id":"W4406511621","doi":"10.1016/j.ysur.2016.03.156","title":"10.1016/j.ysur.2016.03.156","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sentinel lymph node; Chemotherapy; Oncology; Alliance; Internal medicine; Surgery; General surgery; Breast cancer; 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":[0.0008237793,0.001134212,0.0005964155,0.001740467,0.0008569031,0.003143308,0.0009947361,0.002800157,0.8731423],"category_scores_gemma":[0.001295263,0.000428335,0.0005786893,0.0008891387,0.0009090392,0.001860355,0.001352338,0.001240165,0.853763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006745745,"about_ca_system_score_gemma":0.001250846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677509,"about_ca_topic_score_gemma":0.001368469,"domain_scores_codex":[0.9997435,0.00002065504,0.00002320626,0.00007971553,0.00007703398,0.00005584686],"domain_scores_gemma":[0.999169,0.0001223064,0.0001330411,0.00006772575,0.0001694329,0.0003385512],"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":[0.0003109309,0.0002173509,0.004110189,0.0006470534,0.0000393663,0.0003670638,0.0001381074,0.0002453138,0.001260851,0.005414331,0.2264027,0.7608468],"study_design_scores_gemma":[0.00005979007,0.0001552361,0.005927293,0.0009959488,0.00005177035,0.002651874,0.0003011497,0.0003286244,0.0008373706,0.005519575,0.9831393,0.00003198242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007845139,0.01870897,0.004903902,0.008162705,0.003119901,0.0001696203,0.005255172,0.003038625,0.948796],"genre_scores_gemma":[0.0170942,0.006316507,0.002651517,0.001616103,0.0007739245,0.00009570989,0.002516411,0.0004308782,0.9685048],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1268577,"threshold_uncertainty_score":0.1809471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003880263774242682,"score_gpt":0.1809350574506896,"score_spread":0.1770547936764469,"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."}}