{"id":"W4242035992","doi":"10.7439/ijbar.v3i7.595","title":"STUDY OF SKIN STAPLES AND CONVENTIONAL SUTURE FOR ABDOMINAL SKIN WOUND CLOSURE","year":2012,"lang":"en","type":"article","venue":"International Journal of Biomedical and Advance Research","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wound closure; Fibrous joint; Medicine; Closure (psychology); Surgery; Wound healing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002217625,0.0005096389,0.0006902789,0.001259783,0.0003603289,0.0007077101,0.000727366,0.00058957,0.0087718],"category_scores_gemma":[0.004262728,0.0002629955,0.0012118,0.0006750186,0.0008688453,0.001362915,0.0004014718,0.001127324,0.000857066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003819244,"about_ca_system_score_gemma":0.0004367006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002915104,"about_ca_topic_score_gemma":0.0003403935,"domain_scores_codex":[0.9986969,0.000471959,0.000147611,0.0001790221,0.0003539211,0.0001506459],"domain_scores_gemma":[0.9951571,0.003517788,0.0003184833,0.0002872404,0.0002682801,0.0004511446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2480751,0.0455666,0.07279272,0.004938642,0.001937807,0.006990916,0.002056793,0.002354698,0.1508572,0.003529135,0.002323224,0.4585772],"study_design_scores_gemma":[0.006603408,0.6405049,0.2315813,0.0006224831,0.001912298,0.01944167,0.00324463,0.01066194,0.06738213,0.001719967,0.01618946,0.0001358675],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899623,0.006738091,0.0009807012,0.00006653852,0.0002079831,0.000102377,0.00004993609,0.00001059788,0.001881624],"genre_scores_gemma":[0.9927999,0.003335404,0.001804481,0.0001070999,0.0002216708,0.00006943045,0.0000827925,0.00001725628,0.001562016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0087718,"threshold_uncertainty_score":0.02934462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05857280329667329,"score_gpt":0.431628247198088,"score_spread":0.3730554439014147,"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."}}