{"id":"W2326029947","doi":"10.1097/01.prs.0000430012.90710.b8","title":"Abstract 70","year":2013,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","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":[0.00009762967,0.0001766947,0.0004177318,0.0001367835,0.00006592061,0.00003368239,0.00004251486,0.0001013522,0.01144791],"category_scores_gemma":[0.001278366,0.0001326358,0.0002627185,0.0001568592,0.0001840056,0.0001569991,0.00002190758,0.0002250803,0.001299141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003875917,"about_ca_system_score_gemma":0.0001015162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006679629,"about_ca_topic_score_gemma":0.000001214571,"domain_scores_codex":[0.9988385,0.00002209849,0.0003113405,0.0002832237,0.0002003129,0.0003445551],"domain_scores_gemma":[0.9955767,0.003757254,0.00009662889,0.0001683046,0.000126722,0.000274395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001798772,0.0001741318,0.7656226,0.0001301885,0.0002834909,0.0002098496,0.00005998924,0.000002607454,0.006783567,0.0004551175,0.01328908,0.2128095],"study_design_scores_gemma":[0.0002824026,0.00002708574,0.992986,0.0001605427,0.00003733745,0.0003188348,0.0002702701,0.00003263114,0.001695227,0.0008531392,0.003141936,0.000194577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812133,0.0002014444,0.00003471244,0.0002718266,0.001152418,0.000182962,0.000008447688,0.00008487829,0.01685004],"genre_scores_gemma":[0.9987506,0.0000475714,0.0002848935,0.0001842314,0.0003795259,0.00003264147,0.00001313516,0.00001997504,0.0002874022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2273634,"threshold_uncertainty_score":0.9994785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01960514002584849,"score_gpt":0.2380601754455021,"score_spread":0.2184550354196536,"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."}}