{"id":"W3046777859","doi":"10.1016/j.cmpb.2020.105680","title":"A biomechanical study on the laminate stacking sequence in composite bone plates for vancouver femur B1 fracture fixation","year":2020,"lang":"en","type":"article","venue":"Computer Methods and Programs in Biomedicine","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Materials science; Stress shielding; Composite material; Stiffness; Fixation (population genetics); Finite element method; Composite number; Femur; Periprosthetic; Fracture (geology); Structural engineering; Arthroplasty; Surgery; Implant; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006029771,0.000344869,0.0001671464,0.001070674,0.0004436777,0.000246119,0.000394807,0.0003738056,0.002947103],"category_scores_gemma":[0.001918888,0.0002568215,0.0002850933,0.0007897674,0.0004791202,0.0002166399,0.0001537933,0.0002699145,0.0003517279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240555,"about_ca_system_score_gemma":0.0007091664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007542507,"about_ca_topic_score_gemma":0.01314175,"domain_scores_codex":[0.9996941,0.00008017651,0.00002358368,0.00002591292,0.000137656,0.00003857252],"domain_scores_gemma":[0.9988249,0.0005427861,0.00009939604,0.00007266445,0.0004031603,0.00005704858],"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":[0.02080044,0.00418336,0.07375675,0.0005792471,0.000112622,0.001278422,0.0009911489,0.0110353,0.7615103,0.0004499915,0.0003862891,0.1249161],"study_design_scores_gemma":[0.000438815,0.06615659,0.5464455,0.0001601741,0.0005318615,0.004762856,0.00363364,0.03987316,0.3340952,0.000496738,0.003274735,0.0001306698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985111,0.0001679415,0.0006252176,0.00001066206,0.000006253538,0.00002879268,0.00004702991,0.000004860627,0.0005979695],"genre_scores_gemma":[0.9979153,0.0001690706,0.001234204,0.00001400091,0.000006690386,0.00001346103,0.00006913166,0.000003216026,0.0005749131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007542507,"threshold_uncertainty_score":0.01499724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140588553652703,"score_gpt":0.3865511601498841,"score_spread":0.2724923047846138,"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."}}