{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005245411,0.0003188836,0.0003309002,0.0002690771,0.0001374466,0.0003985794,0.0005822979,0.0004819131,0.001370813],"category_scores_gemma":[0.0002991562,0.0001521608,0.0003473041,0.0001181139,0.0002175849,0.0002777827,0.000145108,0.0006092059,0.0003155365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903639,"about_ca_system_score_gemma":0.0002973322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002545806,"about_ca_topic_score_gemma":0.000438042,"domain_scores_codex":[0.999809,0.00002625421,0.00001456145,0.00002374084,0.00009318709,0.00003328464],"domain_scores_gemma":[0.9997687,0.00003388884,0.00007407645,0.00001589405,0.0000556611,0.00005170453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007138671,0.00133501,0.0004072604,0.0004280605,0.00003148166,0.0001941977,0.00005094358,0.0003645251,0.9812577,0.00007136929,0.0002980142,0.01484755],"study_design_scores_gemma":[0.0003679665,0.06636877,0.007157205,0.00007340873,0.0001996276,0.001243373,0.00008634077,0.002151245,0.9126678,0.00005510137,0.009602074,0.00002715046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742733,0.009173867,0.01225502,0.0004885292,0.0003010564,0.0008071783,0.0007155112,0.000173796,0.001811721],"genre_scores_gemma":[0.9765073,0.005860734,0.01348361,0.0002196075,0.00009057384,0.0004012114,0.0007322016,0.00001858684,0.002686076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001370813,"threshold_uncertainty_score":0.004585862,"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."}}