{"id":"W2050392264","doi":"10.2176/nmc.43.120","title":"Postoperative Infection After Duraplasty With Expanded Polytetrafluoroethylene Sheet.","year":2003,"lang":"en","type":"article","venue":"Neurologia medico-chirurgica","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Surgery; Cranioplasty; Dura mater; Decompressive craniectomy; Empyema; Craniotomy; Skull","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003646339,0.0004438349,0.000373028,0.0004734787,0.0007755588,0.0005995964,0.0002406043,0.0005702192,0.00171618],"category_scores_gemma":[0.003064485,0.0003050702,0.0005321788,0.0003256869,0.0006246045,0.0004789095,0.0005272484,0.0008715023,0.0004054538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005024782,"about_ca_system_score_gemma":0.0003721987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007979361,"about_ca_topic_score_gemma":0.0009436196,"domain_scores_codex":[0.9995259,0.00007810594,0.00006016319,0.00003996877,0.0001249444,0.0001708358],"domain_scores_gemma":[0.9980884,0.0005012238,0.0009128866,0.000137662,0.00008348363,0.000276173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001233097,0.0003958413,0.5402458,0.0002646808,0.0001426383,0.4060011,0.001145786,0.0002815035,0.005971654,0.0002033856,0.00128977,0.04282463],"study_design_scores_gemma":[0.000111472,0.002213215,0.2726305,0.00008834401,0.0001128852,0.71681,0.00075796,0.0005326647,0.004526678,0.0002253539,0.001960901,0.00003005375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957456,0.001529887,0.0007223544,0.0001370126,0.00004296278,0.00003126369,0.00004815955,0.00003334973,0.001709411],"genre_scores_gemma":[0.9987167,0.0004304491,0.000212925,0.0001097157,0.00002988704,0.00001105702,0.0000764037,0.000006993271,0.0004058821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00171618,"threshold_uncertainty_score":0.005741179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011015761931649,"score_gpt":0.2561357007238442,"score_spread":0.2451199387921952,"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."}}