{"id":"W3206544213","doi":"10.1089/ten.tec.2021.0155","title":"Characterization of Tissue Scaffolds Using Synchrotron Radiation Microcomputed Tomography Imaging","year":2021,"lang":"en","type":"review","venue":"Tissue Engineering Part C Methods","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"","keywords":"Characterization (materials science); Synchrotron radiation; Tomography; Biomedical engineering; Materials science; Computer science; Visualization; Image resolution; High resolution; Nanotechnology; Artificial intelligence; Optics; Physics; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047423,0.0008094072,0.0005938162,0.002340782,0.000371475,0.001044161,0.0005264442,0.0009845922,0.001231474],"category_scores_gemma":[0.0009548163,0.0004389526,0.0005923135,0.001632,0.00056437,0.001151953,0.0003597956,0.0008693475,0.0005870087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006301927,"about_ca_system_score_gemma":0.0005935619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097369,"about_ca_topic_score_gemma":0.002372459,"domain_scores_codex":[0.999229,0.00007977661,0.00006762139,0.0001641481,0.0004070068,0.00005239623],"domain_scores_gemma":[0.9991363,0.00027737,0.0002217276,0.00008887467,0.000249722,0.00002594884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008568269,0.00008754461,0.003224668,0.002196891,0.00008344289,0.0005011671,0.0003416763,0.004873231,0.9165923,0.002240411,0.001702423,0.06807047],"study_design_scores_gemma":[0.00001035517,0.0002417936,0.007140775,0.0001939574,0.0001156087,0.001019251,0.0003243362,0.03031012,0.9375682,0.0009920221,0.02198841,0.00009500675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.3011755,0.07846811,0.5873377,0.001087741,0.0004072167,0.0005641892,0.003589494,0.003466626,0.02390333],"genre_scores_gemma":[0.6045426,0.05181852,0.3321971,0.0007269084,0.0001834571,0.0006685721,0.00233077,0.0003722442,0.007159777],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002340782,"threshold_uncertainty_score":0.005539358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917775422114114,"score_gpt":0.3383655964121785,"score_spread":0.3091878421910373,"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."}}