{"id":"W4406511330","doi":"10.1016/j.ysur.2016.03.045","title":"10.1016/j.ysur.2016.03.045","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Reduction Mammoplasty; Mammoplasty; Body mass index; Breast reduction; Index (typography); Reduction (mathematics); Tobacco use; Mammaplasty; Surgery; Internal medicine; Environmental health; 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":[0.0006046426,0.001063925,0.0004686402,0.00139493,0.0008004458,0.00222958,0.0008405957,0.002870383,0.8601066],"category_scores_gemma":[0.001326461,0.0003886184,0.0005882849,0.0006195956,0.0007072139,0.002011321,0.001007873,0.001324778,0.7512166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006525344,"about_ca_system_score_gemma":0.001080213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244001,"about_ca_topic_score_gemma":0.002232888,"domain_scores_codex":[0.9997569,0.00001797506,0.00002448785,0.00006904985,0.00006680304,0.00006480228],"domain_scores_gemma":[0.9993082,0.0001381982,0.0001064509,0.00003531087,0.0001438168,0.0002679372],"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":[0.0004310484,0.0003853383,0.008559265,0.0007508375,0.00005122506,0.000727644,0.0001662696,0.0003274787,0.001350926,0.004747983,0.2044833,0.7780187],"study_design_scores_gemma":[0.00009603789,0.0002637507,0.01257115,0.001603272,0.00008161317,0.008033094,0.0006134411,0.0006046976,0.001032792,0.006536274,0.9685153,0.00004856262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01536793,0.02361204,0.004637815,0.009372049,0.003865823,0.000151769,0.004176327,0.00217373,0.9366425],"genre_scores_gemma":[0.03910244,0.008767644,0.003159243,0.00258404,0.00108121,0.0001186802,0.002525902,0.0004101851,0.9422507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1398934,"threshold_uncertainty_score":0.1995409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006616507808823777,"score_gpt":0.1863304074786971,"score_spread":0.1797138996698733,"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."}}