{"id":"W4400696176","doi":"10.36948/ijfmr.2024.v06i04.24416","title":"A Retrospective, Multicenter, Observational Real World Post Market Clinical Follow Up Study to Evaluate Acute Safety and Device Procedural Success of ADVAPD (Polydioxanone) Surgical Suture. (ADVAPD 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":"Polydioxanone; Observational study; Medicine; Retrospective cohort study; Surgery; Multicenter study; Fibrous joint; Surgical robot; Computer science; Internal medicine; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001919967,0.0004901409,0.0006740736,0.0008753622,0.0006307702,0.0007987763,0.0003448177,0.000757364,0.00145685],"category_scores_gemma":[0.003314043,0.0004017427,0.000543709,0.0008050638,0.0006215587,0.0008693923,0.0006228152,0.0006587012,0.0005913678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004008884,"about_ca_system_score_gemma":0.00057875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008020045,"about_ca_topic_score_gemma":0.0007141437,"domain_scores_codex":[0.9985934,0.0005004073,0.0001852984,0.0003449649,0.0002127841,0.0001630977],"domain_scores_gemma":[0.9950603,0.0009066257,0.002339435,0.0005133581,0.0005350868,0.0006451603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003594062,0.002097709,0.987218,0.0001149492,0.0001842723,0.0006833929,0.0003461985,0.00003536986,0.001288361,0.00004195787,0.0002403724,0.004155393],"study_design_scores_gemma":[0.0008108252,0.02317638,0.9701001,0.0000332079,0.0002723189,0.002569407,0.0006522659,0.0002238911,0.00065357,0.0000433085,0.001434082,0.00003055077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982285,0.000415068,0.0002629349,0.0000186128,0.000008946665,0.000262105,0.0003460964,0.000004553592,0.0004532594],"genre_scores_gemma":[0.9975346,0.0001795995,0.0005010451,0.0001523102,0.00005510296,0.000287284,0.001028957,0.000004788476,0.0002563666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001919967,"threshold_uncertainty_score":0.01015389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1536925437910387,"score_gpt":0.5297233923015598,"score_spread":0.3760308485105212,"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."}}