{"id":"W4247995136","doi":"10.1016/j.cps.2006.11.017","title":"Preface","year":2007,"lang":"en","type":"article","venue":"Clinics in Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Breast reconstruction; Reconstructive Surgeon; Reconstructive surgery; Perforator flaps; Surgery; Plastic surgery; Thoracodorsal artery; General surgery; Mastectomy; Free flap; Breast cancer","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":[0.001207044,0.0006958334,0.0004272863,0.002236026,0.002437332,0.002238565,0.0009233443,0.0008349097,0.402975],"category_scores_gemma":[0.008186531,0.0001812946,0.0003682732,0.001077506,0.0004758439,0.00169073,0.001750089,0.002276945,0.2303218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174382,"about_ca_system_score_gemma":0.002241111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00479319,"about_ca_topic_score_gemma":0.007070568,"domain_scores_codex":[0.9993865,0.00009344159,0.00003576421,0.00009077665,0.0003273828,0.0000660939],"domain_scores_gemma":[0.9958794,0.0005089683,0.0001242424,0.000281632,0.002542743,0.0006630156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002161955,0.00001377262,0.0001024331,0.00004633333,9.372514e-7,0.0000509672,0.00005653549,0.00002986841,0.00008798996,0.004324052,0.967888,0.02737752],"study_design_scores_gemma":[0.000002636669,0.00000663846,0.0002496805,0.00004958493,8.40247e-7,0.00003809332,0.00007356656,0.00001444226,0.00006005793,0.001390835,0.9981114,0.000002353811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001722103,0.007043358,0.003924147,0.03562021,0.246986,0.0005639613,0.007354348,0.0009132345,0.6958726],"genre_scores_gemma":[0.00501739,0.002067792,0.001215541,0.005209691,0.01637153,0.0001888523,0.002677107,0.0003077048,0.9669444],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.402975,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343498580767488,"score_gpt":0.3262487632851311,"score_spread":0.2928137774774562,"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."}}