{"id":"W76344900","doi":"10.1533/9781845695248.2.306","title":"Regulation, orthopedic, dental, endovascular and other applications of Ti–Ni shape memory alloys","year":2009,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Food and Drug Administration","keywords":"Shape-memory alloy; Orthopedic surgery; Materials science; Metallurgy; Orthodontics; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001436718,0.0005521551,0.0002804887,0.0004772491,0.0003059209,0.0009605194,0.0006987352,0.0006142582,0.006396031],"category_scores_gemma":[0.0001207041,0.0002182435,0.0003102917,0.0005505938,0.0005715878,0.000663384,0.0003613612,0.0007120948,0.002636869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005821161,"about_ca_system_score_gemma":0.0003764785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006285093,"about_ca_topic_score_gemma":0.001157258,"domain_scores_codex":[0.9999073,0.000004871612,0.000004936621,0.00001954908,0.00005255269,0.00001080864],"domain_scores_gemma":[0.9999651,0.00001158537,0.000005193776,0.000005730048,0.000009592163,0.000002802455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001311908,0.0001019664,0.0002552565,0.0008521292,0.00001812189,0.0004009896,0.0003273401,0.002197423,0.3643498,0.1667885,0.02225315,0.4423241],"study_design_scores_gemma":[0.000006824383,0.00008419264,0.0007323373,0.0001150081,0.00001496603,0.0009222068,0.00009532592,0.001116962,0.1115571,0.02440126,0.8609337,0.0000201284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03677398,0.2546781,0.03829297,0.002378552,0.002382034,0.00006376841,0.0003650181,0.000549427,0.6645162],"genre_scores_gemma":[0.1621741,0.1198592,0.01693954,0.001072087,0.000888543,0.0001034088,0.0004292288,0.0002146022,0.6983193],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006396031,"threshold_uncertainty_score":0.02139682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388774421512762,"score_gpt":0.2350188834326607,"score_spread":0.2211311392175331,"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."}}