{"id":"W7106793233","doi":"10.5281/zenodo.17717524","title":"Dentinal Microcracks and Endodontics: a Longitudinal Study Using Synchrotron-Computed Tomography","year":2023,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Light Source (Canada); University of Saskatchewan","funders":"","keywords":"Tomography; Computed tomography; Longitudinal study; X-ray microtomography; Clinical study","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":[0.002174468,0.0004963443,0.0006295351,0.0009159301,0.0007296375,0.0005826365,0.0003770755,0.0009589585,0.001328568],"category_scores_gemma":[0.002638617,0.0004956396,0.0005808081,0.0006281434,0.0007169631,0.0007248741,0.0004505272,0.0008868171,0.0004153973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000467246,"about_ca_system_score_gemma":0.0008545374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00305163,"about_ca_topic_score_gemma":0.005998146,"domain_scores_codex":[0.9987186,0.0002861953,0.00008176598,0.0002537788,0.0004752919,0.0001844066],"domain_scores_gemma":[0.9964223,0.0006263716,0.001234425,0.000224211,0.001185281,0.0003074358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01029616,0.005061353,0.4627775,0.0003463784,0.0002324337,0.001627796,0.004624274,0.0003258228,0.4580794,0.0001751989,0.0002608675,0.0561927],"study_design_scores_gemma":[0.00008825467,0.01493927,0.912826,0.00005323973,0.0003362385,0.001957925,0.001527839,0.0008683584,0.06446729,0.00007815308,0.002774929,0.0000824811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971973,0.001418135,0.0008560082,0.00001846766,0.00000867594,0.00008693337,0.00006759945,0.000009179012,0.0003377416],"genre_scores_gemma":[0.9966503,0.000619139,0.0009864029,0.0000324534,0.0000202622,0.00009699586,0.0001211977,0.000009196288,0.001464136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00305163,"threshold_uncertainty_score":0.01149982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06692050753406455,"score_gpt":0.3018212078962147,"score_spread":0.2349007003621502,"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."}}