{"id":"W4400696173","doi":"10.36948/ijfmr.2024.v06i04.24419","title":"A Retrospective, Multicenter, Observational Real World Post Market Clinical Follow Up Study to Evaluate Acute Safety and Device Procedural Success of ADVALENE (Polypropylene) Surgical Suture. (ADVALENE 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; Surgery; Multicenter study; Fibrous joint; Retrospective cohort study; Randomized controlled trial; Internal medicine","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":[0.007169018,0.0003855297,0.000866415,0.0009610085,0.000495541,0.0002907539,0.0007040379,0.0001220739,0.0004707208],"category_scores_gemma":[0.001416286,0.0002783383,0.0005744873,0.0008625358,0.0002553445,0.0004935282,0.0009094864,0.001410753,0.00001384059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278678,"about_ca_system_score_gemma":0.000705606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001842469,"about_ca_topic_score_gemma":0.0006961502,"domain_scores_codex":[0.9926424,0.0008476012,0.001636839,0.001001219,0.003179874,0.0006920602],"domain_scores_gemma":[0.9922059,0.002208187,0.0002218648,0.0003280159,0.004314678,0.0007214224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06742086,0.005535558,0.9101316,0.0001789061,0.002973771,0.002821848,0.002135863,0.00002428058,0.0009064204,0.0003225543,0.001458436,0.006089862],"study_design_scores_gemma":[0.01252191,0.007050046,0.9672273,0.0007623108,0.0003395664,0.000466883,0.003368805,0.00462955,0.0001067669,0.0002271386,0.003008708,0.000290999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819763,0.0005668477,0.00002860025,0.01092621,0.002389156,0.003263599,0.0003498808,0.00005156281,0.0004478004],"genre_scores_gemma":[0.9861928,0.0008236737,0.0008298304,0.00007036133,0.001954708,0.000148032,0.00008257498,0.00007324512,0.009824781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05709568,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1495544024905618,"score_gpt":0.5257335433363063,"score_spread":0.3761791408457445,"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."}}