{"id":"W2008807735","doi":"10.1016/j.ijrobp.2013.02.021","title":"Image Guided Radiation Therapy (IGRT) Technologies for Radiation Therapy Localization and Delivery","year":2013,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":174,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Image-guided radiation therapy; Medicine; Medical physics; Radiation therapy; Key (lock); Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004079031,0.0002979762,0.0004417131,0.0002622531,0.0001626234,0.0001102078,0.0004623252,0.0002494559,0.0001127249],"category_scores_gemma":[0.00009165494,0.0002655164,0.0002088048,0.0001931668,0.0002470631,0.001172766,0.00003875514,0.0002957126,0.000006550285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003730051,"about_ca_system_score_gemma":0.000218887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005782748,"about_ca_topic_score_gemma":5.115e-7,"domain_scores_codex":[0.9982076,0.0001681385,0.0008200363,0.0003116411,0.0002139354,0.0002786767],"domain_scores_gemma":[0.9968438,0.0004166204,0.001421317,0.0001941775,0.001054028,0.00007004807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001286523,0.0002086698,0.09455074,0.000003217232,0.0004130865,7.066112e-7,0.0003051362,0.0003035471,0.02003782,0.01118314,0.003815751,0.8690495],"study_design_scores_gemma":[0.02199009,0.003350381,0.02157084,0.00007490705,0.0001086645,0.00005414076,0.0004642599,0.06743363,0.1434743,0.3743081,0.3658451,0.001325614],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2092323,0.002763177,0.782557,0.002720579,0.001110788,0.00109753,0.00008956258,0.0002048747,0.0002242085],"genre_scores_gemma":[0.9459023,0.01034022,0.03990742,0.0008250446,0.002373658,0.0002347732,0.0003046541,0.00007672417,0.00003517769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8677239,"threshold_uncertainty_score":0.9999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638432652547244,"score_gpt":0.3221015939407888,"score_spread":0.3057172674153164,"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."}}