{"id":"W2398757284","doi":"10.4172/plastic-surgery.1000864","title":"Case 1: Partial mastectomy defect / Case 2: Axillary degloving injury","year":2014,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Degloving; Medicine; Mastectomy; Surgery; Breast cancer; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003409403,0.0001890407,0.0003876192,0.0002352381,0.0001534211,0.0000263388,0.00002228112,0.0001381921,0.0002515535],"category_scores_gemma":[0.001246661,0.0001574252,0.0002133174,0.0001867724,0.00006596187,0.00009571436,0.00002997629,0.0002142765,0.0001570866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004099377,"about_ca_system_score_gemma":0.00009597775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007543728,"about_ca_topic_score_gemma":0.00002124731,"domain_scores_codex":[0.9987598,0.000103201,0.0003370182,0.0002709722,0.0001606822,0.0003682995],"domain_scores_gemma":[0.9945269,0.004853943,0.0001003835,0.0002093107,0.00005365435,0.0002557745],"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":[0.0007726396,0.000127355,0.2060681,0.0003058506,0.000231121,0.1441856,0.0001042998,0.00001847156,0.0005790162,0.00003949795,0.003665254,0.6439028],"study_design_scores_gemma":[0.0004202623,0.00005522131,0.002048722,0.0001359258,0.0002035189,0.9928223,0.00009679285,0.001773283,0.0009738904,0.000007242716,0.001267291,0.0001954804],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926006,0.00007807414,0.001351742,0.00003189588,0.005472549,0.00008972011,0.00002042673,0.0001472018,0.0002078273],"genre_scores_gemma":[0.9988109,0.000003891729,0.0001286706,0.00003279463,0.0009366983,0.00001180491,0.00001931484,0.00002886639,0.00002700074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8486368,"threshold_uncertainty_score":0.6419613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321530582932979,"score_gpt":0.240440400439502,"score_spread":0.2172250946101722,"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."}}