{"id":"W2517176541","doi":"10.1118/1.4961822","title":"Poster ‐ 48: Clinical assessment of ExacTrac stereoscopic imaging of spine alignment for lung SBRT","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Cancer Centre","funders":"","keywords":"Isocenter; Medicine; Residual; Nuclear medicine; Lung tumor; Stereoscopy; Image-guided radiation therapy; Lung cancer; Radiology; Radiation therapy; Computer science; Artificial intelligence; Pathology; Algorithm","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":[0.002371678,0.0003357774,0.0002607238,0.0004791572,0.000206518,0.0006869851,0.0003170384,0.0004584442,0.004475738],"category_scores_gemma":[0.006672448,0.0001632278,0.0002191984,0.0002361923,0.0004939931,0.0004250452,0.0006672966,0.0002857391,0.00178418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193637,"about_ca_system_score_gemma":0.000342566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007299429,"about_ca_topic_score_gemma":0.0006492856,"domain_scores_codex":[0.9987212,0.0003691314,0.000136246,0.0001652588,0.0005274655,0.00008074202],"domain_scores_gemma":[0.9980689,0.0003778591,0.000576123,0.0002875141,0.0005439309,0.0001457617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007947419,0.0006926575,0.5988684,0.0005541255,0.0001559346,0.001057957,0.0007276233,0.004326833,0.08511698,0.000209508,0.003558683,0.2967839],"study_design_scores_gemma":[0.000236428,0.009069856,0.9370688,0.00005550084,0.0001609144,0.009368944,0.0002095463,0.004701659,0.03271499,0.0001372139,0.006211039,0.00006512972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898875,0.00107267,0.003136582,0.000106326,0.00004671319,0.0001444299,0.0003273157,0.0001006604,0.00517775],"genre_scores_gemma":[0.9963864,0.0002239399,0.002210888,0.00004609614,0.00003592361,0.00004352441,0.0002573956,0.00003577626,0.0007600081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004475738,"threshold_uncertainty_score":0.01497287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734783487146154,"score_gpt":0.3870414737049168,"score_spread":0.3696936388334552,"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."}}