{"id":"W1996782822","doi":"10.1118/1.3612226","title":"SU‐E‐T‐275: Evaluation of Deformable Contour Propagation","year":2011,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Contouring; Nuclear medicine; Larynx; Radiation therapy; Radiology; Surgery; Computer science","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":[0.00350689,0.0004989321,0.0002982961,0.002241449,0.0002781503,0.001153195,0.000517564,0.0005943261,0.001257528],"category_scores_gemma":[0.01424695,0.0002474203,0.0004748045,0.001078525,0.0004514707,0.0008805203,0.0004881325,0.0003621865,0.0002457839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000676811,"about_ca_system_score_gemma":0.0004159243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00221575,"about_ca_topic_score_gemma":0.001539273,"domain_scores_codex":[0.9989622,0.0002639868,0.0001237902,0.000121415,0.0004847391,0.00004375251],"domain_scores_gemma":[0.9945794,0.003087748,0.0007812034,0.0004781576,0.0009183204,0.0001552367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004317498,0.0002957967,0.2586595,0.0006386972,0.0007337909,0.0008114292,0.0007255917,0.2035672,0.08019473,0.003363338,0.00163629,0.4450561],"study_design_scores_gemma":[0.00009137563,0.001643045,0.1723321,0.00005832996,0.0003330194,0.002708933,0.0002788481,0.7548307,0.06291286,0.001579539,0.003072048,0.0001592753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8908123,0.001025402,0.102183,0.00006449678,0.00006696327,0.0001600249,0.0003862274,0.001248198,0.004053261],"genre_scores_gemma":[0.9598857,0.0001591963,0.03856499,0.00001795762,0.00001261627,0.00004845267,0.0005099825,0.0001969294,0.0006041939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00350689,"threshold_uncertainty_score":0.0185464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03488699777801652,"score_gpt":0.3100643904863494,"score_spread":0.2751773927083329,"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."}}