{"id":"W3158437422","doi":"10.1097/gox.0000000000003282","title":"Single-stage Latissimus Dorsi Breast Reconstruction Using Spectrum Devices: Outcomes and Technique","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Breast reconstruction; Surgery; Implant; Mastectomy; Single Center; Tissue expansion; Stage (stratigraphy); Breast cancer; 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":[0.0005947392,0.0003803486,0.000387932,0.0009407914,0.0002853802,0.0005824899,0.0003806159,0.0002724212,0.002741398],"category_scores_gemma":[0.001293598,0.0001248982,0.0007479785,0.000484443,0.0002475581,0.0004334257,0.0004982777,0.0003288623,0.0003803986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003062215,"about_ca_system_score_gemma":0.000282267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001717429,"about_ca_topic_score_gemma":0.0004487027,"domain_scores_codex":[0.9995766,0.00006617782,0.00006122894,0.00005851757,0.0001495824,0.00008783439],"domain_scores_gemma":[0.9986002,0.0003378043,0.0006684157,0.0001034554,0.00008360406,0.00020652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003194948,0.002947352,0.7556842,0.0004116963,0.0004175261,0.00864389,0.000547155,0.001356641,0.016783,0.00009917888,0.0005634379,0.2093508],"study_design_scores_gemma":[0.0002035952,0.01284817,0.8757423,0.0001530061,0.0002496747,0.09942142,0.0008835063,0.002408443,0.006867948,0.0001440892,0.00102903,0.00004872677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986565,0.0003908956,0.000393364,0.00002026847,0.000006797095,0.00002177499,0.0000812193,0.00000891032,0.000420355],"genre_scores_gemma":[0.9990047,0.0001844971,0.0004604607,0.00001585578,0.00001150889,0.00001239374,0.0001256477,0.000002783722,0.0001820594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002741398,"threshold_uncertainty_score":0.00917089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03728593798494582,"score_gpt":0.2855909345980784,"score_spread":0.2483049966131326,"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."}}