{"id":"W3169536997","doi":"10.1259/dmfr.20200323","title":"An anthropomorphic maxillofacial phantom using 3-dimensional printing, polyurethane rubber and epoxy resin for dental imaging and dosimetry","year":2021,"lang":"en","type":"article","venue":"Dentomaxillofacial Radiology","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"University of Manitoba","keywords":"Imaging phantom; Materials science; Stereolithography; Polyurethane; 3D printing; Epoxy; Biomedical engineering; Dosimetry; Natural rubber; 3d printed; Composite material; Nuclear medicine; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002437965,0.0003004279,0.0004768889,0.000231141,0.0002409652,0.00004849567,0.0001422623,0.0003742479,0.00009560215],"category_scores_gemma":[0.0001668751,0.0003204896,0.00007594279,0.0002286347,0.0006875874,0.0001966193,0.0001191934,0.0003168411,0.000003729034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007245236,"about_ca_system_score_gemma":0.00006432789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006486435,"about_ca_topic_score_gemma":0.00002967666,"domain_scores_codex":[0.9982178,0.00005822387,0.0003643488,0.0005509526,0.0001721336,0.0006365517],"domain_scores_gemma":[0.9993376,0.00004650092,0.00006180032,0.0002250569,0.00006538791,0.0002636563],"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":[0.0002406799,0.0002198726,0.1838164,0.0002567992,0.0004504829,0.002191742,0.000642989,0.0001995217,0.4942747,0.0127554,0.0003073154,0.304644],"study_design_scores_gemma":[0.01526888,0.0009062776,0.1267759,0.000264026,0.000809587,0.04743475,0.002724757,0.3264597,0.3288369,0.01042294,0.1358506,0.004245688],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982268,0.009150171,0.00670592,0.0001418735,0.001040753,0.0002349676,0.00005140027,0.0003090398,0.00009787758],"genre_scores_gemma":[0.9937322,0.0005070155,0.005130238,0.0002736222,0.000186839,0.00001687912,0.0000692639,0.00005672576,0.00002717601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3262602,"threshold_uncertainty_score":0.9999247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009062443570672854,"score_gpt":0.2688196511785454,"score_spread":0.2597572076078726,"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."}}