{"id":"W2031963887","doi":"10.1002/jbm.b.31583","title":"Effect of stem preheating and precooling on residual stress formation at stem/cement interface for cemented hip implants","year":2010,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part B Applied Biomaterials","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Materials science; Composite material; Cement; Curing (chemistry); Bone cement; Residual stress; Polymerization; Porosity; Polymer","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":[0.0003839548,0.0004097219,0.0003392914,0.0003163534,0.0001691917,0.0003197857,0.0001628676,0.000204934,0.0009858763],"category_scores_gemma":[0.001292577,0.0003294823,0.0003055906,0.0002063339,0.0002914631,0.0004294717,0.0002407602,0.0003825987,0.0001386796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483243,"about_ca_system_score_gemma":0.0002810034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004406462,"about_ca_topic_score_gemma":0.001183547,"domain_scores_codex":[0.9997471,0.00004841538,0.00003093075,0.00003790365,0.00008844031,0.00004719219],"domain_scores_gemma":[0.9990653,0.0004568245,0.0002622322,0.00006729524,0.00007730786,0.00007100693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008795618,0.00009044968,0.00119605,0.0001472376,0.00001362754,0.00005311961,0.00009538424,0.0005085358,0.9923787,0.00002121618,0.00001967404,0.004596424],"study_design_scores_gemma":[0.00001889223,0.001523643,0.01086093,0.000007894184,0.00003929998,0.0000672379,0.00003700775,0.0007291491,0.9864388,0.00001333066,0.000253975,0.000009910547],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985874,0.000767258,0.0004007852,0.000009348729,0.000009245603,0.00001194304,0.00003044723,0.00001885873,0.0001646656],"genre_scores_gemma":[0.998572,0.0002921076,0.0009136263,0.00001394448,0.000008337354,0.000008412375,0.00004205445,0.00001793526,0.000131659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009858763,"threshold_uncertainty_score":0.003298104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04827903557038776,"score_gpt":0.3761230824330477,"score_spread":0.3278440468626599,"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."}}