{"id":"W2135870427","doi":"10.3109/09553002.2014.969848","title":"Effects of gamma irradiation on collagen damage and remodeling","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Ontario Institute for Cancer Research; University of Toronto","funders":"Institute of Applied Physics, Russian Academy of Sciences; Russian Foundation for Basic Research","keywords":"Irradiation; Tendon; In vivo; Connective tissue; Biophysics; Optical coherence tomography; Chemistry; Differential scanning calorimetry; Materials science; Anatomy; Pathology; Biology; Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005551759,0.00009966992,0.00027399,0.0004577684,0.00002258575,0.00001215785,0.0001216645,0.0001187041,0.00001778142],"category_scores_gemma":[0.001641787,0.00008554395,0.00008343947,0.00008443008,0.00005118951,0.000119293,0.0000149021,0.0001152467,0.000005676518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009447282,"about_ca_system_score_gemma":0.0000707903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006116143,"about_ca_topic_score_gemma":9.024799e-7,"domain_scores_codex":[0.9988776,0.0001697507,0.0004687752,0.0001199864,0.0002700523,0.00009380875],"domain_scores_gemma":[0.9979848,0.0007481671,0.0006363917,0.00008643873,0.000453332,0.00009090004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0020649,0.000475594,0.1330529,0.0001958215,0.0008266958,0.00003991534,0.0009666149,0.00368152,0.4207846,0.02502454,0.002726063,0.4101608],"study_design_scores_gemma":[0.01003275,0.00429193,0.867646,0.0002986193,0.000196362,0.0003616458,0.00003983669,0.02247857,0.06802174,0.003034619,0.023367,0.0002309828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897496,0.0003708115,0.004766004,0.003450983,0.0009641311,0.0001701778,0.000004889652,0.00001131943,0.0005121123],"genre_scores_gemma":[0.9965782,0.0003045867,0.001356908,0.0009949859,0.0006904113,0.000002171165,0.00001958345,0.00001154358,0.00004161848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.734593,"threshold_uncertainty_score":0.3488381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004666197616800098,"score_gpt":0.2805121209786321,"score_spread":0.275845923361832,"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."}}