{"id":"W1963571548","doi":"10.1016/j.ijrobp.2011.06.1552","title":"Evaluating Setup Reproducibility between a CT Planning and Gamma Knife Radiosurgery Couch Using a Relocatable Head Frame","year":2011,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Reproducibility; Medicine; Radiosurgery; Nuclear medicine; Radiation treatment planning; Radiation therapy; Randomized controlled trial; Standard deviation; Gamma knife; Radiology; Surgery; Mathematics; Statistics","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":[0.006798311,0.0006320203,0.0003688002,0.0009488608,0.0006309836,0.001136214,0.001191311,0.0008362572,0.001789828],"category_scores_gemma":[0.03703756,0.0007778555,0.0007269557,0.0007887092,0.0007179028,0.0005805281,0.001313352,0.0005517945,0.0004132643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043668,"about_ca_system_score_gemma":0.001138325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004460088,"about_ca_topic_score_gemma":0.004680371,"domain_scores_codex":[0.9937855,0.002245849,0.001008865,0.001227127,0.001436883,0.0002957753],"domain_scores_gemma":[0.948164,0.02893299,0.00493817,0.008259006,0.008864055,0.0008417608],"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":[0.02830097,0.00104395,0.2925516,0.000987383,0.001447152,0.001257237,0.005987002,0.04912235,0.4703579,0.001106201,0.001308282,0.14653],"study_design_scores_gemma":[0.0006014024,0.01247041,0.6097682,0.0001394464,0.002289989,0.004238058,0.00153168,0.06604956,0.2984084,0.0003523426,0.003778893,0.0003717474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527091,0.00048455,0.04414209,0.00006719209,0.000200576,0.0001411485,0.0003136403,0.0005875453,0.001354092],"genre_scores_gemma":[0.9892744,0.00005610853,0.009804446,0.00002650354,0.00002170813,0.00003372886,0.0001772647,0.0002383281,0.0003675777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006798311,"threshold_uncertainty_score":0.03595334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107635612706159,"score_gpt":0.4232475434970018,"score_spread":0.3156119307908428,"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."}}