{"id":"W2313787149","doi":"10.1097/01.prs.0000465449.84351.72","title":"Abstract 1","year":2015,"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":"Dalhousie 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":[],"category_scores_codex":[0.0002092509,0.0001491654,0.0003851104,0.0001263934,0.00003718668,0.00002404671,0.00003626499,0.00008734485,0.0009514777],"category_scores_gemma":[0.002660699,0.0001149253,0.0001990855,0.0001640053,0.0001600128,0.0001284019,0.00002077886,0.0001892321,0.0003421248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005992049,"about_ca_system_score_gemma":0.0002564708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002071942,"about_ca_topic_score_gemma":0.000001805608,"domain_scores_codex":[0.9989452,0.00002406122,0.0002616002,0.0002454143,0.0002471405,0.0002765797],"domain_scores_gemma":[0.9967952,0.002410076,0.00008379711,0.0001476468,0.0001427394,0.0004204801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001120673,0.0002359949,0.8449007,0.00009901879,0.000307789,0.0008831782,0.0001700206,0.00001104834,0.001203055,0.0008102408,0.0158458,0.1344125],"study_design_scores_gemma":[0.0009777232,0.00008374495,0.9733137,0.0002511878,0.00008841164,0.001107713,0.001111405,0.00005294189,0.002133552,0.001543758,0.01899254,0.000343343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735547,0.0003090503,0.00005203133,0.0001613718,0.001693307,0.00008902349,0.000009544952,0.000082287,0.02404871],"genre_scores_gemma":[0.9988723,0.00001995934,0.000335251,0.000122108,0.0004503915,0.000008500459,0.00001444824,0.00001675135,0.0001602748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1340691,"threshold_uncertainty_score":0.9999618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04676562320862231,"score_gpt":0.2682063006904597,"score_spread":0.2214406774818374,"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."}}