{"id":"W4224124878","doi":"10.1016/j.jmbbm.2022.105220","title":"Empirical evidence that bone collagen molecules denature as a result of bone fracture","year":2022,"lang":"en","type":"article","venue":"Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; University of Waterloo; Canada Foundation for Innovation; Ontario Research Foundation; University of Guelph","keywords":"Fracture (geology); Materials science; Chemistry; Composite material","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":[0.000802184,0.000281822,0.0001880877,0.0007304111,0.0003241758,0.0004338252,0.0005439252,0.0009295395,0.002524472],"category_scores_gemma":[0.00191961,0.0002176961,0.0001688787,0.0003826118,0.001246118,0.0003846841,0.0004079964,0.0007148355,0.0003111897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042899,"about_ca_system_score_gemma":0.000195091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245388,"about_ca_topic_score_gemma":0.001871706,"domain_scores_codex":[0.9994401,0.00007262189,0.00004066018,0.0001296839,0.0002624053,0.00005452548],"domain_scores_gemma":[0.9969879,0.001282412,0.0007466591,0.0001910892,0.000706241,0.00008576279],"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":[0.0009215635,0.0001077572,0.06234576,0.0007933431,0.0001493793,0.001164627,0.00066054,0.0002124917,0.9039946,0.001008547,0.0004497012,0.02819172],"study_design_scores_gemma":[0.00005287397,0.001662094,0.5194113,0.0002998275,0.0002563697,0.01284519,0.002071852,0.001099341,0.4443048,0.001698276,0.01625573,0.00004234483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714,0.01421145,0.00709313,0.0008402232,0.00005219082,0.00002857226,0.0002200984,0.00004313225,0.00611128],"genre_scores_gemma":[0.9873318,0.006247935,0.00342814,0.0004368076,0.00004705633,0.00002279511,0.0002318921,0.00001398359,0.002239459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002524472,"threshold_uncertainty_score":0.008445203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05609884585273275,"score_gpt":0.3641305046888286,"score_spread":0.3080316588360958,"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."}}