{"id":"W4389452442","doi":"10.1002/bies.202300117","title":"Towards understanding how bisphosphonate‐dependent alterations to nutrient canal integrity can contribute to risk for atypical femoral fractures: Biomechanical considerations and potential relationship to a real‐world analogy","year":2023,"lang":"en","type":"article","venue":"BioEssays","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"","keywords":"Analogy; Mechanism (biology); Bisphosphonate; Osteoporosis; Medicine; Bone matrix; Risk analysis (engineering); Intensive care medicine; Bioinformatics; Biology; Anatomy; Internal medicine; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035545,0.0002270797,0.000459913,0.0008485205,0.000839361,0.0001875862,0.00009448805,0.0002090367,0.00007137711],"category_scores_gemma":[0.003448864,0.0002014171,0.0001046152,0.001195293,0.00007046525,0.00006262836,0.0001465918,0.0005385897,0.00003055441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008481513,"about_ca_system_score_gemma":0.0009910209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007676012,"about_ca_topic_score_gemma":0.08335938,"domain_scores_codex":[0.9974309,0.0001832265,0.0004535718,0.0006162095,0.0005419905,0.0007741392],"domain_scores_gemma":[0.9969042,0.0007360977,0.00007351565,0.0003283759,0.0003863398,0.001571468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.009560957,0.0008075355,0.1027913,0.0004679745,0.0005042325,0.000524918,0.004948997,0.0004988737,0.01431909,0.4488147,0.4131643,0.00359705],"study_design_scores_gemma":[0.01492048,0.007599512,0.8354309,0.0007440053,0.0007593239,0.0002153124,0.007883583,0.01243957,0.01170837,0.08466607,0.02187854,0.00175433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4809385,0.00004789027,0.170705,0.3397434,0.0007215751,0.004573013,0.002947193,0.0002048735,0.000118617],"genre_scores_gemma":[0.9907816,0.00004581991,0.004617436,0.002871388,0.0002015881,0.0004326932,0.0004191278,0.00003115707,0.0005992028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7326396,"threshold_uncertainty_score":0.9989319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003196028457477,"score_gpt":0.3826734921724547,"score_spread":0.2823538893267069,"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."}}