{"id":"W2068420890","doi":"10.1364/boe.5.000233","title":"Imaging and modeling collagen architecture from the nano to micro scale","year":2013,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Institut National de la Recherche Scientifique","funders":"Versus Arthritis; Arthritis Research UK; National Institute for Health and Care Research; Cancer Research UK","keywords":"Cartilage; Materials science; Extracellular matrix; Biomedical engineering; Microscopy; Ligament; Collagen fibril; Nanotechnology; Optics; Anatomy; Chemistry; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008890025,0.0001708995,0.0000896748,0.0001567081,0.00009543548,0.0002863101,0.0001627404,0.0003516332,0.0004068218],"category_scores_gemma":[0.0001927265,0.0001469235,0.000143374,0.0001117939,0.0002046688,0.0002873314,0.0001347745,0.0001894681,0.0001421671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123066,"about_ca_system_score_gemma":0.0003408476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002970791,"about_ca_topic_score_gemma":0.005292162,"domain_scores_codex":[0.9999652,0.000004637096,0.000001321335,0.00000821039,0.00001681451,0.000003831865],"domain_scores_gemma":[0.9999465,0.00002473393,0.000008937712,0.000008540778,0.000007754355,0.000003521902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002892682,0.00003768978,0.001543487,0.00007347827,0.000009922045,0.0001266676,0.00008146733,0.4563319,0.5180118,0.006061252,0.0003549091,0.01733848],"study_design_scores_gemma":[0.000003107298,0.00001609759,0.0008423538,0.000002978029,0.00000277546,0.00006631359,0.00001512887,0.9691039,0.02762378,0.001068045,0.001249657,0.000005891467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3500619,0.0005935784,0.6412399,0.0003052737,0.0000319216,0.00004922914,0.0003011104,0.0003881812,0.007028897],"genre_scores_gemma":[0.7609996,0.0006486935,0.2355694,0.00004469608,0.00001209049,0.00006487922,0.0001267467,0.00005759091,0.002476327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002970791,"threshold_uncertainty_score":0.005906999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099161625343106,"score_gpt":0.2385547161592463,"score_spread":0.2275630999058153,"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."}}