{"id":"W4400695718","doi":"10.36948/ijfmr.2024.v06i04.24423","title":"A Retrospective, Multicenter, Observational Real World Post Market Clinical Follow Up Study to Evaluate Acute Safety and Device Procedural Success of ADVALON (Polyamide) Surgical Suture. (ADVALON 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":"Medicine; Observational study; Multicenter study; Surgery; Fibrous joint; Retrospective cohort study; 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":[0.007552267,0.0003660514,0.0008335389,0.0009531783,0.0004888555,0.0003198411,0.0006585292,0.0001205091,0.000368432],"category_scores_gemma":[0.001618587,0.0002648681,0.000561161,0.0008532658,0.0002341226,0.0005085433,0.0008337499,0.001472861,0.00001429604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005620705,"about_ca_system_score_gemma":0.0005894714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002631464,"about_ca_topic_score_gemma":0.00104092,"domain_scores_codex":[0.9927797,0.0008724869,0.001592382,0.0009426239,0.003151441,0.0006613205],"domain_scores_gemma":[0.9922972,0.002565759,0.000217122,0.0003015868,0.003948293,0.0006700376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06486341,0.004703025,0.9147902,0.0001351771,0.002543787,0.002824702,0.002523769,0.00002445726,0.0006001481,0.0003018556,0.001885102,0.004804376],"study_design_scores_gemma":[0.01166279,0.006719047,0.9667497,0.0007040831,0.0002947169,0.0004435364,0.003845517,0.005578502,0.00006337159,0.0002364672,0.003434217,0.0002680281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982409,0.0003861911,0.00002668635,0.01075953,0.002443674,0.003182424,0.0002707904,0.00004953487,0.00047215],"genre_scores_gemma":[0.9881253,0.0004850219,0.0005731858,0.00007010285,0.001786103,0.0001214283,0.00009250738,0.00006741443,0.008678911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05320062,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1448012624738834,"score_gpt":0.530418201193981,"score_spread":0.3856169387200976,"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."}}