{"id":"W7008364597","doi":"","title":"A Biomechanical-Biochemical Hypothesis for the Role of Collagen in Injury","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Tendon Structure and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extracellular matrix; Tendinopathy; Population; Low back pain; Tendon; Strain (injury); Balance (ability); Tissue remodeling; Collagen fibres","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006964799,0.0001363919,0.0004134444,0.0001942647,0.00006530046,0.000002041453,0.0001719065,0.0001610255,0.0004011773],"category_scores_gemma":[0.00001902227,0.0001140307,0.0002242723,0.0002047974,0.00004394671,0.0000194729,0.00004220943,0.000097207,0.000002312416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009410385,"about_ca_system_score_gemma":0.0001038144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008598127,"about_ca_topic_score_gemma":0.00368455,"domain_scores_codex":[0.9993091,0.00002122647,0.000114727,0.0002134385,0.000200251,0.0001412661],"domain_scores_gemma":[0.9993604,0.0001092438,0.0001607045,0.0002572546,0.00006896145,0.00004336436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.01659641,0.001186578,0.001883375,0.00155831,0.002532379,0.0001234114,0.1529592,0.000005479556,0.7280626,0.001142153,0.006383582,0.08756661],"study_design_scores_gemma":[0.005382535,0.001688416,0.01324773,0.0003043482,0.002761743,0.00001333777,0.5228743,0.0001255228,0.4365727,0.00201733,0.01458261,0.0004294119],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997613,0.0006221457,0.000001403884,0.0005758439,0.00008512238,0.0006963413,0.000204756,0.00001237429,0.0001890646],"genre_scores_gemma":[0.9144452,0.0001869141,0.001162159,0.00001877379,0.00002475475,0.000006544604,0.000469639,0.00002493576,0.08366112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3699151,"threshold_uncertainty_score":0.9980037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009486193663544258,"score_gpt":0.2228780131188846,"score_spread":0.2133918194553403,"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."}}