{"id":"W144018382","doi":"10.1007/978-3-540-89873-3_39","title":"Double Dermal Keyhole Pattern","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Keyhole; Medicine; Reduction (mathematics); Scars; Breast reduction; Surgery; Mammaplasty; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009482742,0.0003413756,0.0001631457,0.0004524808,0.0002437276,0.0005609719,0.0003725894,0.0004094884,0.04230189],"category_scores_gemma":[0.0002376113,0.0001471516,0.0002182895,0.000268402,0.0003607857,0.0008770687,0.0005655874,0.0008711104,0.006546285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188056,"about_ca_system_score_gemma":0.0002383587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003342588,"about_ca_topic_score_gemma":0.001086684,"domain_scores_codex":[0.9999107,0.000005675678,0.000003688088,0.00002054558,0.00004831384,0.00001106531],"domain_scores_gemma":[0.9999396,0.00001856853,0.000003709847,0.00001486042,0.00001543519,0.000007951502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0000848639,0.00004706705,0.0003657273,0.0002639196,0.000007814439,0.001551803,0.0001650004,0.001002003,0.03258758,0.0877095,0.06143022,0.8147845],"study_design_scores_gemma":[0.00001043539,0.00007855412,0.001276566,0.0001363375,0.000009823364,0.01590039,0.000136626,0.001548253,0.01184019,0.01894174,0.9501028,0.00001824703],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01192841,0.004927272,0.09981395,0.0008781127,0.002118705,0.000103609,0.0002065347,0.0004904775,0.8795331],"genre_scores_gemma":[0.09379117,0.005114347,0.0389359,0.0007255444,0.0002763435,0.0000589307,0.0001327833,0.0002230953,0.8607419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04230189,"threshold_uncertainty_score":0.1415139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307863807369575,"score_gpt":0.2421417798626783,"score_spread":0.2190631417889826,"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."}}