{"id":"W4400695690","doi":"10.36948/ijfmr.2024.v06i04.24413","title":"A Retrospective, Multicenter, Observational Real World Post Market Clinical Follow Up Study to Evaluate Acute Safety and Device Procedural Success of ADVAMRYL (Poliglecaprone 25) Surgical Suture. (ADVAMRYL PMCF Study)","year":2024,"lang":"en","type":"article","venue":"International Journal For Multidisciplinary Research","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Princess Margaret Cancer Foundation","keywords":"Observational study; Medicine; Retrospective cohort study; Multicenter study; Fibrous joint; Surgery; Internal medicine; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00689116,0.0003945544,0.0008947058,0.001009932,0.0005198789,0.0003292473,0.0007276969,0.0001291135,0.000452895],"category_scores_gemma":[0.001528823,0.0002874617,0.00055493,0.0009382243,0.0002723588,0.0005180672,0.0009299366,0.001553478,0.00001674563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000605364,"about_ca_system_score_gemma":0.000675533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000247742,"about_ca_topic_score_gemma":0.0009158959,"domain_scores_codex":[0.9926196,0.0007668731,0.001674306,0.001001368,0.003192003,0.0007458114],"domain_scores_gemma":[0.9921533,0.002291808,0.0002295583,0.0003278217,0.004241595,0.0007559317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05981991,0.006231294,0.9152089,0.0001629744,0.003237315,0.002953853,0.00324861,0.00002186124,0.0007859611,0.0004946074,0.003123842,0.004710881],"study_design_scores_gemma":[0.01301953,0.006927797,0.9638879,0.0006920989,0.0003151883,0.0004685964,0.004555776,0.00481452,0.00006124589,0.0002695505,0.004686144,0.0003016354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804494,0.0004381603,0.00002706573,0.01236013,0.00221456,0.003505787,0.0003102986,0.00005255807,0.0006420788],"genre_scores_gemma":[0.9864641,0.0005167454,0.000686931,0.00008093796,0.00199611,0.0001642311,0.00009354028,0.00007311789,0.009924263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04867903,"threshold_uncertainty_score":0.9999577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1448019519333067,"score_gpt":0.5275967063161148,"score_spread":0.3827947543828081,"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."}}