{"id":"W2940462566","doi":"10.1016/j.wneu.2019.04.154","title":"Stent Screw−Assisted Internal Fixation (SAIF) of Severe Lytic Spinal Metastases: A Comparative Finite Element Analysis of the SAIF Technique","year":2019,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Stent; Internal fixation; Lytic cycle; Finite element method; Radiology; Fixation (population genetics); Surgery; Structural engineering","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":[0.0005235635,0.0006421963,0.0005834656,0.001399554,0.000315473,0.0005300382,0.0007527848,0.0007323655,0.002705349],"category_scores_gemma":[0.001214231,0.0003862,0.0008599905,0.0007590515,0.0006372723,0.0003875653,0.0002960545,0.0003473409,0.0003293527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258649,"about_ca_system_score_gemma":0.0006645489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002932708,"about_ca_topic_score_gemma":0.005330961,"domain_scores_codex":[0.9997104,0.00004511439,0.00002724725,0.00002665984,0.0001528644,0.00003759378],"domain_scores_gemma":[0.9995342,0.0002770535,0.00005137717,0.00004455951,0.00007610264,0.00001669572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009472563,0.001695915,0.06508972,0.0009954377,0.0003557425,0.002530508,0.0009920971,0.3587873,0.2333577,0.004424052,0.00102444,0.3212745],"study_design_scores_gemma":[0.0003649816,0.01226684,0.1146344,0.0002103368,0.0004852776,0.01195771,0.00109444,0.8035305,0.04794737,0.002479046,0.004823468,0.0002056359],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770194,0.0002312608,0.02098201,0.00003734495,0.0000213128,0.00003963357,0.0001351589,0.00005517658,0.001478774],"genre_scores_gemma":[0.9918601,0.0001457781,0.007378761,0.00001111889,0.000005893741,0.00002225858,0.0001279478,0.00002273311,0.0004254244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002932708,"threshold_uncertainty_score":0.00905025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03967228787680271,"score_gpt":0.3052240022565416,"score_spread":0.2655517143797388,"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."}}