{"id":"W4391270781","doi":"10.1117/12.3003437","title":"Segmental airway phantom for endobronchial optical coherence tomography","year":2024,"lang":"en","type":"article","venue":"","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Imaging phantom; Optical coherence tomography; Optical tomography; Coherence (philosophical gambling strategy); Airway; Tomography; Computer science; Optics; Radiology; Medicine; Physics; Surgery","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":[0.0004430385,0.0003851652,0.0001569033,0.0003055667,0.0001527002,0.0002687856,0.0003946332,0.0007192711,0.003033865],"category_scores_gemma":[0.000392693,0.000210149,0.0002177928,0.0002009409,0.0001778565,0.000201095,0.0003154553,0.0003151348,0.0008859133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717559,"about_ca_system_score_gemma":0.0003412973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003922999,"about_ca_topic_score_gemma":0.0006680402,"domain_scores_codex":[0.9998425,0.00003332447,0.000009716098,0.00002981258,0.00007075941,0.00001372948],"domain_scores_gemma":[0.9997118,0.0001078805,0.00004204336,0.00004972206,0.00006025471,0.00002814131],"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":[0.0001320813,0.00008730082,0.0003767599,0.0001218077,0.000005870937,0.0002078243,0.00003784048,0.004411664,0.9869949,0.0009467043,0.0006473045,0.006029932],"study_design_scores_gemma":[0.00006393682,0.001297429,0.003944654,0.00007295382,0.00005759159,0.001782376,0.00005496759,0.05043247,0.9163456,0.0005576874,0.02534207,0.00004834363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5018968,0.002855165,0.4705371,0.001062056,0.0002988408,0.0009202028,0.003284219,0.002997356,0.01614818],"genre_scores_gemma":[0.7335635,0.00146663,0.2503658,0.0005780337,0.00004637525,0.001150575,0.003432384,0.0002167676,0.009179972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003033865,"threshold_uncertainty_score":0.0101493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517786085972044,"score_gpt":0.2856448785197809,"score_spread":0.2704670176600605,"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."}}