{"id":"W2060597397","doi":"10.1097/bsd.0000000000000151","title":"Minimizing Pedicle Screw Pullout Risks","year":2014,"lang":"en","type":"article","venue":"Clinical Spine Surgery A Spine Publication","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Thread (computing); Finite element method; Structural engineering; Vertebra; Screw thread; Conical surface; Materials science; Displacement (psychology); Fixation (population genetics); Orthodontics; Engineering; Mechanical engineering; Composite material; Surgery","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":[0.001575211,0.001362799,0.00108708,0.0006281661,0.0002643399,0.0009690029,0.0008420492,0.0009641879,0.002385634],"category_scores_gemma":[0.006324144,0.0003722954,0.0004559005,0.0003813155,0.0004097975,0.00078458,0.0007995706,0.0003179238,0.0004643938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390898,"about_ca_system_score_gemma":0.001707745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005359133,"about_ca_topic_score_gemma":0.001053444,"domain_scores_codex":[0.9987003,0.0003153548,0.0001414035,0.0002936177,0.0004391189,0.0001102838],"domain_scores_gemma":[0.9981489,0.0009429671,0.0004450949,0.0001593577,0.0002422421,0.00006138956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004912648,0.002039504,0.0499708,0.002736586,0.0004706956,0.0005544954,0.0003765324,0.1767718,0.4220631,0.003666366,0.000523126,0.3359143],"study_design_scores_gemma":[0.001809709,0.06296283,0.06966597,0.0004612181,0.001215272,0.002855572,0.0008270033,0.3895635,0.4491748,0.008209448,0.01305434,0.000200459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8413069,0.001133193,0.153713,0.0001037968,0.00003821006,0.0007984471,0.0001628676,0.0002269328,0.002516616],"genre_scores_gemma":[0.9492112,0.0005740477,0.04845905,0.00004766128,0.00001378784,0.000614838,0.000129741,0.0000442772,0.0009053713],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002385634,"threshold_uncertainty_score":0.008330643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283629741706269,"score_gpt":0.4248089564849372,"score_spread":0.2964459823143104,"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."}}