{"id":"W2298113803","doi":"10.1117/12.2217017","title":"Accuracy of lesion boundary tracking in navigated breast tumor excision","year":2016,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Imaging phantom; Lesion; Deformation (meteorology); Displacement (psychology); Boundary (topology); Biomedical engineering; Computer science; Medicine; Nuclear medicine; Materials science; Surgery; Mathematics","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":[0.001796251,0.0002586949,0.0003041586,0.0004365087,0.0001561289,0.0005481737,0.0004127914,0.0005002657,0.0004794656],"category_scores_gemma":[0.01091225,0.0002893746,0.000201184,0.0001981838,0.0003645774,0.0004469393,0.0006252188,0.0002360384,0.0002357271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918843,"about_ca_system_score_gemma":0.0004884301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001826367,"about_ca_topic_score_gemma":0.001783691,"domain_scores_codex":[0.9984793,0.0003373225,0.0001193685,0.0002789083,0.0007402284,0.00004481995],"domain_scores_gemma":[0.9963515,0.001855435,0.000601235,0.0004512964,0.0006837985,0.00005672995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002599723,0.0001911757,0.0528501,0.0003642035,0.0001429432,0.0003766554,0.0007980757,0.07037812,0.5960391,0.0003812845,0.000426969,0.2754517],"study_design_scores_gemma":[0.00007872997,0.001813501,0.1665244,0.00008025002,0.000158686,0.003370773,0.0001736118,0.269582,0.5550705,0.0004408408,0.002529756,0.0001768518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894688,0.001144979,0.1025174,0.00007137769,0.00004408176,0.00003850376,0.00009184868,0.0007169929,0.0006868467],"genre_scores_gemma":[0.9665421,0.0001367741,0.03278628,0.00003059462,0.000004341073,0.00001491741,0.00009975437,0.00006481967,0.0003203189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001826367,"threshold_uncertainty_score":0.00949955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063762448239972,"score_gpt":0.2656101118448298,"score_spread":0.2549724873624301,"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."}}