{"id":"W4406572176","doi":"10.1016/j.ccol.2024.02.028","title":"10.1016/j.ccol.2024.02.028","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Breast surgery; Medicine; General surgery; Breast cancer; Surgery; 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":[0.0004801491,0.001327271,0.0006026967,0.001974918,0.001171485,0.002501829,0.001067605,0.003659834,0.9580445],"category_scores_gemma":[0.0007542957,0.0005616985,0.000683404,0.001084242,0.0008263052,0.00178477,0.001178389,0.001455731,0.9531121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008867152,"about_ca_system_score_gemma":0.001033211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003121114,"about_ca_topic_score_gemma":0.003255501,"domain_scores_codex":[0.999804,0.00001420435,0.00001166576,0.00005274266,0.0000535087,0.00006392394],"domain_scores_gemma":[0.999089,0.0001301057,0.00007031479,0.00006290541,0.0001469251,0.0005007837],"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":[0.0002805963,0.0003168469,0.001784914,0.000450464,0.00002482987,0.0003135665,0.00005217772,0.0002640335,0.00176979,0.005299623,0.3326825,0.6567606],"study_design_scores_gemma":[0.00006136845,0.00008480783,0.001766859,0.0003056118,0.0000174971,0.0009390303,0.00008630774,0.00013839,0.0005238999,0.001697154,0.9943649,0.00001427981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00161204,0.002835758,0.001369257,0.002444822,0.0007534507,0.000100891,0.002189834,0.001130567,0.9875634],"genre_scores_gemma":[0.002951102,0.000794,0.0008854003,0.0008523699,0.0002025408,0.00004763068,0.001203698,0.0001573505,0.9929059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04195547,"threshold_uncertainty_score":0.05984432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003648491426662191,"score_gpt":0.1809448597134556,"score_spread":0.1772963682867934,"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."}}