{"id":"W4241320486","doi":"10.1097/01.prs.0000464063.79848.d7","title":"Abstract P94","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Reconstructive surgery; Plastic surgery; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005378561,0.0007836657,0.0005358076,0.001511737,0.0009966756,0.002544138,0.0008527633,0.001923763,0.8030447],"category_scores_gemma":[0.002767933,0.0002744361,0.0005102832,0.0008803042,0.0003283779,0.0008817209,0.001025144,0.00129024,0.5821314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008289898,"about_ca_system_score_gemma":0.001965179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003216379,"about_ca_topic_score_gemma":0.005846814,"domain_scores_codex":[0.9995928,0.00003497498,0.00002685399,0.00005079994,0.0002252054,0.00006937082],"domain_scores_gemma":[0.9971005,0.0003455003,0.00008371991,0.0001406094,0.001536438,0.0007931845],"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":[0.00006791203,0.00005076431,0.0001744407,0.0001028651,0.000003160099,0.00007306716,0.000006261282,0.00003738844,0.0002230656,0.0005172916,0.9481266,0.05061734],"study_design_scores_gemma":[0.00006646687,0.00007250522,0.002135035,0.0002096556,0.000006561002,0.0001382022,0.00003067208,0.0001093212,0.0002612005,0.0009325033,0.9960319,0.000006011522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001101533,0.001454063,0.0005963183,0.01090474,0.02756897,0.0004585769,0.0059821,0.0006543151,0.9512793],"genre_scores_gemma":[0.002518783,0.0007343683,0.0002012904,0.001989629,0.005832666,0.00008319224,0.00184671,0.0001016972,0.9866916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1969553,"threshold_uncertainty_score":0.2809328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0465118383100355,"score_gpt":0.2783360774712437,"score_spread":0.2318242391612082,"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."}}