{"id":"W4390496959","doi":"10.1371/journal.pone.0292298","title":"Fluence-dependent degradation of fibrillar type I collagen by 222 nm far-UVC radiation","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Irradiation; Fibril; Biophysics; Fluence; Sterilization (economics); Ultraviolet; Chemistry; Materials science; Connective tissue; Photochemistry; Optoelectronics; Pathology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002010519,0.0003007803,0.0001633151,0.0001216886,0.000107294,0.0001524984,0.0001039923,0.0002687974,0.0007479859],"category_scores_gemma":[0.000225322,0.0001445394,0.0002565655,0.0001193137,0.000139061,0.00009984459,0.0000801541,0.0002338275,0.0001924922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013835,"about_ca_system_score_gemma":0.000089555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007734132,"about_ca_topic_score_gemma":0.0007526079,"domain_scores_codex":[0.9998316,0.00003901511,0.00001483322,0.0000339537,0.00004806292,0.00003258551],"domain_scores_gemma":[0.9997886,0.00009039954,0.00005101945,0.00001985388,0.00003198461,0.00001824219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005554705,0.000008162579,0.0002366323,0.00001973987,0.000003533371,0.00002020121,0.00001479093,0.00002664089,0.9992124,0.000005180165,0.000007790243,0.0003893538],"study_design_scores_gemma":[0.000003432833,0.0003264072,0.009198862,0.000005016874,0.000009075155,0.000126589,0.0000221765,0.0003348387,0.9895871,0.000006740469,0.0003745671,0.000005227092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955195,0.001724039,0.001742373,0.00002424974,0.00001272848,0.0000189793,0.0001216123,0.0000153715,0.0008211476],"genre_scores_gemma":[0.9950794,0.001048473,0.002250397,0.00004753484,0.000008115929,0.00002654371,0.0002682853,0.00001171803,0.001259586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007734132,"threshold_uncertainty_score":0.002502263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823673088219695,"score_gpt":0.2372316968832692,"score_spread":0.2089949660010722,"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."}}