{"id":"W4406450182","doi":"10.1016/j.yprs.2013.10.006","title":"10.1016/j.yprs.2013.10.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Implant; Breast reconstruction; Stage (stratigraphy); Acellular Dermis; Surgery; Breast cancer; Internal medicine","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":[0.00006820889,0.000110207,0.0001807226,0.00007848424,0.00005118647,0.00001314099,0.00005616944,0.0000840909,0.998376],"category_scores_gemma":[0.000005378762,0.00009089525,0.00006090552,0.0001254095,0.00003505248,0.00005554806,0.00001175354,0.0001043778,0.9952321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002687189,"about_ca_system_score_gemma":0.00003294659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003358393,"about_ca_topic_score_gemma":2.593314e-7,"domain_scores_codex":[0.9993281,0.00001627554,0.0001472356,0.0001635991,0.0001328635,0.0002118628],"domain_scores_gemma":[0.9995622,0.00001741061,0.00002147778,0.0001831214,0.00003757544,0.0001782056],"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":[0.0001881046,0.00002660983,5.115451e-7,0.000006944747,0.0000180671,0.000007815323,0.000005124012,0.000001713605,0.00005502375,2.540201e-7,0.3171636,0.6825263],"study_design_scores_gemma":[0.0005685629,0.0001543418,0.0001531781,0.00004321788,0.00004855154,0.006000897,0.00000135435,0.00006888821,0.0001814482,0.000003924355,0.9926626,0.0001130017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009917941,0.00005389382,4.505796e-7,0.0006049688,0.000005016907,0.0001822656,0.00001454222,0.0001308179,0.9890901],"genre_scores_gemma":[0.0004879737,3.156131e-7,0.0001342145,0.00002450286,0.0004554981,0.000007639313,0.00004506879,0.00001797163,0.9988268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6824133,"threshold_uncertainty_score":0.3706601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006709076603799095,"score_gpt":0.187329040941469,"score_spread":0.1806199643376699,"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."}}