{"id":"W4399389774","doi":"10.20944/preprints202406.0368.v1","title":"Pediatric Diaphyseal Forearm Fracture Management with Biodegradable Poly-L-Lactide-Co-Glycolide (PLGA) Intramedullary Implants: A Longitudinal Study","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PLGA; Intramedullary rod; Forearm; Materials science; Medicine; Dentistry; Surgery; Nanoparticle; Nanotechnology","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":[0.001221465,0.0003340171,0.0004786238,0.0005358196,0.0003208579,0.0005209402,0.0002814901,0.0004226839,0.000709669],"category_scores_gemma":[0.001973038,0.0002298562,0.0006175281,0.0005704127,0.0003221999,0.0005054048,0.0003049041,0.0004898203,0.000243412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004866259,"about_ca_system_score_gemma":0.0006480172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545123,"about_ca_topic_score_gemma":0.001338248,"domain_scores_codex":[0.9993386,0.0001522021,0.00009477692,0.0001273473,0.0001645278,0.0001224743],"domain_scores_gemma":[0.9982297,0.0003007021,0.0009044466,0.0001080159,0.0002654492,0.0001916168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002109206,0.002742456,0.9638572,0.0001206788,0.0001447304,0.001459024,0.0008842555,0.00014681,0.004182033,0.00003357376,0.0001380785,0.02418202],"study_design_scores_gemma":[0.0001810703,0.0390011,0.9436734,0.0001355642,0.0003475039,0.007257747,0.002192394,0.0004293954,0.004387335,0.00004636524,0.002316749,0.0000314563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992982,0.0004681812,0.00008905579,0.00001023671,0.000002161827,0.00002048811,0.00004221238,0.000001197342,0.00006821728],"genre_scores_gemma":[0.9985085,0.0007412005,0.0003172042,0.00003038867,0.00001293097,0.00004913783,0.000154983,0.000002092076,0.0001833713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001545123,"threshold_uncertainty_score":0.006459773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06194361857934654,"score_gpt":0.3523234945664166,"score_spread":0.29037987598707,"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."}}