{"id":"W2091913126","doi":"10.1002/jbm.b.20009","title":"Influence of mixing method on the cement temperature‐mixing time history and doughing time of three acrylic cements for vertebroplasty","year":2003,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part B Applied Biomaterials","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Mixing (physics); Exothermic reaction; Cement; Materials science; Composite material; Curing (chemistry); Polymerization; Acrylic resin; Chemistry; Polymer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01023329,0.0002125739,0.000859714,0.0003902167,0.0001690992,0.00005135112,0.0002520876,0.0002325934,0.0005249645],"category_scores_gemma":[0.001564678,0.0001261712,0.00009752623,0.0001941351,0.0004634576,0.00008273023,0.00009897093,0.0001353203,0.000008641638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924875,"about_ca_system_score_gemma":0.0002685216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001430875,"about_ca_topic_score_gemma":2.16983e-7,"domain_scores_codex":[0.9962074,0.0004170978,0.001472148,0.0002477919,0.001215746,0.0004397851],"domain_scores_gemma":[0.9971725,0.0008445246,0.0009144645,0.0002844211,0.0005497272,0.0002343407],"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":[0.00215429,0.0001777103,0.000009613238,0.0003871771,0.0001715217,0.000007122887,0.00009782307,8.054033e-7,0.9912064,0.0009240683,0.004194632,0.0006688429],"study_design_scores_gemma":[0.0013036,0.00170968,0.0004409745,0.000786965,0.00005398372,0.00003680075,0.00004784987,0.000005344811,0.9725615,0.001009225,0.02193689,0.0001071789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976447,0.0002198585,0.0002481478,0.0004439292,0.0002594605,0.001019223,0.00005884876,0.00001464293,0.00009116789],"genre_scores_gemma":[0.9929823,0.0002346445,0.006130554,0.0001348846,0.0003160794,0.00007882194,0.00001757426,0.0000344504,0.00007073959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864489,"threshold_uncertainty_score":0.5747993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05628519672162776,"score_gpt":0.3605957984136405,"score_spread":0.3043106016920128,"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."}}