{"id":"W2313498514","doi":"10.1097/01.prs.0000430053.15278.56","title":"Abstract 111","year":2013,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Reconstructive surgery; Plastic surgery; Surgery; General surgery","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000122293,0.0001274643,0.0002856719,0.0002382289,0.00005835357,0.00003149504,0.00003960381,0.00006983171,0.01692739],"category_scores_gemma":[0.0004469562,0.000108933,0.0001020773,0.0001922122,0.0001767276,0.0001583465,0.000008805526,0.0002295361,0.003769311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003697404,"about_ca_system_score_gemma":0.0001842233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009301537,"about_ca_topic_score_gemma":0.000004510015,"domain_scores_codex":[0.9989303,0.00002391664,0.000262948,0.0002253835,0.0002548819,0.0003025118],"domain_scores_gemma":[0.9971725,0.002227112,0.00005422947,0.0001453544,0.0001635091,0.0002373248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002759566,0.0001741045,0.850282,0.0004353886,0.0002667762,0.0003004812,0.0001790339,0.000001528188,0.01473124,0.0003605139,0.008238869,0.1247541],"study_design_scores_gemma":[0.0003945013,0.00003554405,0.9926706,0.0001456525,0.00003032918,0.0003854,0.0002008668,0.00003890449,0.005153243,0.0002841523,0.0005197426,0.0001410417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833753,0.00007074079,0.0001529631,0.0002446778,0.00059262,0.0002414262,0.00001773767,0.00007862282,0.01522594],"genre_scores_gemma":[0.998678,0.00005883701,0.0004493525,0.00006787605,0.0001467483,0.00002852476,0.00002674517,0.00001987976,0.0005239969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1423886,"threshold_uncertainty_score":0.9970064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0303319950702915,"score_gpt":0.2752930859628134,"score_spread":0.2449610908925219,"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."}}