{"id":"W4417350772","doi":"10.1002/cre2.70262","title":"Application of Raman Spectroscopy and Micro‐Indentation to Micro‐Map the Path and Boundary of NaOCI‐Induced Dentine Collagen Changes in an Ex‐Vivo Root Canal Irrigation Model","year":2025,"lang":"en","type":"article","venue":"Clinical and Experimental Dental Research","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Indentation hardness; Root canal; Boundary (topology); Raman spectroscopy; Dentin","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":[0.0003549327,0.0003336285,0.0001829673,0.0001878463,0.0001474824,0.0001605594,0.0002323862,0.0004192573,0.0009012063],"category_scores_gemma":[0.0003033529,0.00028254,0.0002251444,0.0001074944,0.0002898457,0.0003215874,0.0002698311,0.0003286739,0.0001388892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322263,"about_ca_system_score_gemma":0.0001852515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004628653,"about_ca_topic_score_gemma":0.001205837,"domain_scores_codex":[0.9998122,0.0000272618,0.0000103733,0.00005941467,0.00006149831,0.00002928649],"domain_scores_gemma":[0.9997721,0.00007055936,0.00004888734,0.00003205523,0.00005446428,0.00002192186],"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":[0.00004412437,0.00001556243,0.0001420597,0.0000126466,0.000001179052,0.000007208108,0.00001152819,0.00002782316,0.9990606,0.000004835388,0.000002494979,0.0006699744],"study_design_scores_gemma":[0.00001320361,0.0007931234,0.01815158,0.000003547524,0.00001466853,0.000214998,0.00007799627,0.002764799,0.9774683,0.00003502867,0.0004505036,0.00001227516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803437,0.0005103804,0.01843656,0.00002964465,0.00001748271,0.00005690656,0.00007340949,0.00005489514,0.0004769245],"genre_scores_gemma":[0.9534109,0.000384386,0.04453178,0.00002675252,0.00001074454,0.0001318284,0.00009856867,0.00002042333,0.001384506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009012063,"threshold_uncertainty_score":0.003014803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08155784154731548,"score_gpt":0.4741189176164432,"score_spread":0.3925610760691277,"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."}}