{"id":"W2069307121","doi":"10.1016/j.ijrobp.2007.01.048","title":"Cone Beam Computed Tomography Guidance for Setup of Patients Receiving Accelerated Partial Breast Irradiation","year":2007,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cone beam computed tomography; Cone beam ct; Nuclear medicine; Radiation treatment planning; Radiation therapy; Reduction (mathematics); Population; Radiology; Computed tomography","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":[0.0003466544,0.0006986081,0.0004253241,0.0006624979,0.0006853261,0.000636752,0.0006488774,0.0007254367,0.006245312],"category_scores_gemma":[0.00188695,0.0004955409,0.0003983334,0.0004541061,0.0002687113,0.0003290168,0.0005646314,0.001173066,0.001147442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365596,"about_ca_system_score_gemma":0.002576655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00608113,"about_ca_topic_score_gemma":0.008526136,"domain_scores_codex":[0.9997872,0.00005087076,0.00002535434,0.00003554286,0.00006541349,0.00003565221],"domain_scores_gemma":[0.9995177,0.0001339166,0.0000526011,0.00009165328,0.00008452544,0.0001197051],"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":[0.01558463,0.001679622,0.08336747,0.0009576532,0.0001320625,0.01588798,0.002732521,0.03832146,0.5278151,0.002344095,0.02857527,0.2826022],"study_design_scores_gemma":[0.002637886,0.01132868,0.4230468,0.00045996,0.0006319362,0.08576583,0.001432277,0.1302123,0.2510765,0.002559967,0.09000369,0.000844127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7541952,0.004191499,0.194814,0.002157083,0.0005734066,0.003115331,0.007363216,0.00520176,0.0283885],"genre_scores_gemma":[0.9123021,0.0009942197,0.08179165,0.0003152692,0.00006165371,0.0005560563,0.001036493,0.0008185995,0.002123863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006245312,"threshold_uncertainty_score":0.02089268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015300827219792,"score_gpt":0.3242944960634286,"score_spread":0.3089936688436367,"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."}}