{"id":"W2939184371","doi":"10.1016/j.jaad.2019.04.031","title":"Blunt curettage for postoperative hematomas","year":2019,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgery; Curettage; Hematoma; Blunt; Dehiscence; Prospective cohort study; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001984449,0.0001163608,0.0009252541,0.0001034302,0.00003402834,0.000003859742,0.0002332006,0.00008763903,0.00004568036],"category_scores_gemma":[0.0001451988,0.00006037686,0.000420057,0.0002096045,0.0003347509,0.00005443951,0.00004659773,0.000458682,0.000009288899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000294131,"about_ca_system_score_gemma":0.00009349771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002132726,"about_ca_topic_score_gemma":8.497747e-8,"domain_scores_codex":[0.9987029,0.0001196251,0.0006273672,0.0001011357,0.0002365244,0.0002124644],"domain_scores_gemma":[0.998349,0.0003059965,0.00101637,0.0001132748,0.0001012238,0.000114113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007553171,0.001295581,0.3711095,0.001071358,0.003336786,0.0003268762,0.002538903,0.0001191825,0.443709,0.03994445,0.1073642,0.02163088],"study_design_scores_gemma":[0.008363689,0.002118803,0.05458338,0.0006201328,0.0006281802,0.04523452,0.00186832,0.001094478,0.2630601,0.002245459,0.6197537,0.0004292093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892567,0.0006340503,0.0001369806,0.1057897,0.0001262081,0.0002942301,0.000007249704,0.00000451617,0.0004400403],"genre_scores_gemma":[0.9925625,0.0001235358,0.000868476,0.006085461,0.00006687657,0.000002015239,5.040767e-7,0.00001459324,0.0002759935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5123895,"threshold_uncertainty_score":0.2462097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763365644369006,"score_gpt":0.3350251431424706,"score_spread":0.3173914866987805,"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."}}