{"id":"W3086732971","doi":"10.1136/neurintsurg-2020-016597","title":"The 'armed concrete' approach: stent-screw-assisted internal fixation (SAIF) reconstructs and internally fixates the most severe osteoporotic vertebral fractures","year":2020,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Radiological weapon; Surgery; Internal fixation; Radiography; Lumbar; Stent; Visual analogue scale; Fixation (population genetics); Radiology; Population","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":[0.0002964253,0.0003374529,0.000194703,0.0006353296,0.0002629418,0.0002115563,0.0002576507,0.0002658037,0.001059006],"category_scores_gemma":[0.0008011318,0.0001612583,0.000263341,0.0003017066,0.0003950918,0.0001375691,0.0001752387,0.0001892136,0.0002765283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233113,"about_ca_system_score_gemma":0.0004144117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000516958,"about_ca_topic_score_gemma":0.001980979,"domain_scores_codex":[0.9998293,0.0000260292,0.0000242391,0.00003001877,0.00006712247,0.00002337846],"domain_scores_gemma":[0.9997649,0.00004242768,0.0001106195,0.00002989348,0.00002620023,0.00002599455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002047252,0.0004825759,0.6667632,0.0002983704,0.0002750439,0.003716002,0.0002294584,0.00187983,0.08384152,0.000277191,0.0004866202,0.2397029],"study_design_scores_gemma":[0.0002469814,0.008289136,0.7702779,0.0002462492,0.0003812356,0.1668671,0.0003419536,0.007666592,0.04062119,0.0006447759,0.004355291,0.00006159148],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996014,0.0007807639,0.002515022,0.00003063996,0.000006489321,0.00001221356,0.00003678941,0.00002409131,0.0005799398],"genre_scores_gemma":[0.9963218,0.0003422782,0.003079467,0.00001653848,0.00001471682,0.000006653571,0.00007260611,0.000003812311,0.000142217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001059006,"threshold_uncertainty_score":0.003542721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03643018770837565,"score_gpt":0.280669769686434,"score_spread":0.2442395819780584,"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."}}