{"id":"W4200341074","doi":"10.1016/j.yjsbx.2021.100057","title":"Hierarchical organization of bone in three dimensions: A twist of twists","year":2021,"lang":"en","type":"review","venue":"Journal of Structural Biology X","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec - Santé; Engineering and Physical Sciences Research Council; Canadian Institutes of Health Research; Réseau de Recherche en Santé Buccodentaire et Osseuse; Canada Research Chairs; McGill University","keywords":"Bone matrix; Fibril; Skeleton (computer programming); Twist; Hierarchy; Computer science; Chemistry; Anatomy; Materials science; Cartilage; Biophysics; Biology; Mathematics; Geometry","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":[0.0004555014,0.0002035493,0.002955763,0.0005755637,0.00001916754,0.000003242261,0.0001450761,0.0005037325,0.0001816898],"category_scores_gemma":[0.001554902,0.000125246,0.0003414153,0.0008120467,0.0002673723,0.00003297607,0.0001021612,0.001161385,0.000001641641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307497,"about_ca_system_score_gemma":0.001668134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000370649,"about_ca_topic_score_gemma":0.00002119201,"domain_scores_codex":[0.9970151,0.0003132689,0.001957246,0.0001794065,0.0002767222,0.0002582291],"domain_scores_gemma":[0.9971316,0.0003492259,0.001341246,0.0002256372,0.0007631803,0.0001890653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002949171,0.0001816408,0.03653111,0.03538491,0.0005289463,0.0005328663,0.0002004995,6.119714e-7,0.002340076,0.001493087,0.0002373602,0.922274],"study_design_scores_gemma":[0.01487212,0.01100926,0.2233034,0.1976179,0.004446578,0.037339,0.0003015411,0.00002665609,0.001040018,0.005012856,0.5034848,0.00154582],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09523668,0.9039328,0.000004134346,0.0002338718,0.0002469196,0.0003020378,0.00002764457,0.000002153277,0.00001374541],"genre_scores_gemma":[0.03869164,0.9599715,0.0009822724,0.0000438259,0.0001736608,0.000001536388,0.0000996409,0.00002094667,0.00001500987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9207281,"threshold_uncertainty_score":0.5107385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05143988440055967,"score_gpt":0.4043985374058117,"score_spread":0.352958653005252,"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."}}