{"id":"W3016459042","doi":"10.1177/2513826x20903503","title":"Tissue Expander Use for Reconstruction of Scalp Soft Tissue Sarcoma Wide Resection Defects","year":2020,"lang":"en","type":"article","venue":"Plastic Surgery Case Studies","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periosteum; Scalp; Soft tissue; Medicine; Skull; Tissue expansion; Resection; Tissue expander; Soft tissue sarcoma; Surgery; Sarcoma; Radiation therapy; Radiology; Pathology; Cancer; Breast reconstruction","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":[],"consensus_categories":[],"category_scores_codex":[0.0002326349,0.0004153051,0.0002621273,0.0008553923,0.0002879874,0.000351964,0.0003496375,0.0004787123,0.002948217],"category_scores_gemma":[0.0006089209,0.0001159723,0.0004393265,0.0003577179,0.0003454779,0.0006639371,0.0002815231,0.0007672317,0.0006436807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065436,"about_ca_system_score_gemma":0.0001984531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001672748,"about_ca_topic_score_gemma":0.0004047062,"domain_scores_codex":[0.9998584,0.00001791025,0.00001605769,0.00001987897,0.00005288389,0.00003479803],"domain_scores_gemma":[0.9997839,0.00008689801,0.00005020324,0.000027747,0.000009984169,0.00004129358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001685897,0.0009049745,0.01254813,0.0007566146,0.0001415797,0.5385232,0.0005331262,0.002411828,0.1897283,0.001645145,0.002165125,0.2489561],"study_design_scores_gemma":[0.0001025877,0.001854809,0.01707695,0.0001180584,0.00009379154,0.9140192,0.0001780129,0.003038211,0.04800082,0.0005977286,0.01488199,0.00003771846],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587175,0.01033233,0.01946062,0.0007987425,0.0002939637,0.0001300449,0.0001930713,0.0003261756,0.009747618],"genre_scores_gemma":[0.9898422,0.002675279,0.004793811,0.000173283,0.0001293994,0.00002700638,0.0001140808,0.0000422287,0.002202638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002948217,"threshold_uncertainty_score":0.009862781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07126922963300482,"score_gpt":0.31456941502255,"score_spread":0.2433001853895452,"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."}}