{"id":"W6889860602","doi":"10.26226/morressier.5d402fa88f2158d25ec13215","title":"DEVELOPMENT AND PRECLINICAL TESTING OF A PROTOTYPE LEVOBUPIVACAINE-ELUTING DEVICE FOR THE TREATMENT OF POSTOPERATIVE PAIN FOLLOWING INGUINAL HERNIA REPAIR","year":2017,"lang":"en","type":"other","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Levobupivacaine; Inguinal hernia; Postoperative pain; Chronic pain; Acute pain; Analgesic","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005843181,0.001053318,0.002029943,0.005522643,0.001122683,0.001367104,0.004365107,0.0006973297,0.0003498358],"category_scores_gemma":[0.004752345,0.0007403363,0.0005453767,0.005515459,0.001171421,0.003684036,0.003561683,0.0009023267,0.0000767596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009806688,"about_ca_system_score_gemma":0.004942622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175502,"about_ca_topic_score_gemma":0.0002018847,"domain_scores_codex":[0.9908559,0.002490902,0.001722117,0.001882682,0.001513642,0.0015348],"domain_scores_gemma":[0.9863077,0.008633703,0.001718685,0.002562313,0.0002391446,0.0005384089],"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":[0.003471201,0.001399752,0.06470134,0.001815852,0.002749187,0.0002316037,0.001324296,0.000002985207,0.0005487132,0.0006392621,0.8652703,0.05784551],"study_design_scores_gemma":[0.003126796,0.003791215,0.00393192,0.004283938,0.0001418811,0.000009590729,0.0002856307,0.0003483083,0.005221865,0.0001350546,0.9779443,0.0007795086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05515869,0.06487394,0.0000961214,0.005054736,0.0007680824,0.09283567,0.007894338,0.003092359,0.7702261],"genre_scores_gemma":[0.01005943,0.002352402,0.3993888,0.0004427886,0.001403284,0.01300186,0.003894038,0.00588508,0.5635723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3992927,"threshold_uncertainty_score":0.9996696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2267719135569857,"score_gpt":0.4194865851059467,"score_spread":0.192714671548961,"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."}}