{"id":"W2464444158","doi":"10.1118/1.4958241","title":"TH‐EF‐204‐01: Introduction","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":"Ottawa Hospital","funders":"","keywords":"Dosimetry; Radiosurgery; Medical physics; Stereotactic radiation therapy; Image-guided radiation therapy; Field size; Linear particle accelerator; Nuclear medicine; Instrumentation (computer programming); Medicine; Radiation therapy; Radiation treatment planning; Quality assurance; Computer science; Physics; Radiology; Beam (structure); Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001833222,0.00121492,0.00044563,0.001332175,0.0006059351,0.003256742,0.002056103,0.002425042,0.2901537],"category_scores_gemma":[0.001301489,0.0003901855,0.0006195543,0.0007354621,0.0004134619,0.001944995,0.002008786,0.002002731,0.2736036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226239,"about_ca_system_score_gemma":0.001655741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002717378,"about_ca_topic_score_gemma":0.002434594,"domain_scores_codex":[0.999522,0.00005306917,0.00002463738,0.00009173194,0.0002098186,0.00009877056],"domain_scores_gemma":[0.998946,0.00006996582,0.00004569793,0.00007760072,0.0005379858,0.000322715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001153291,0.000086842,0.0002175096,0.0003754303,0.00000588688,0.0001109541,0.00003624331,0.000595458,0.002104094,0.006206197,0.8484052,0.1417408],"study_design_scores_gemma":[0.000008908148,0.0000411474,0.0002415992,0.00009079328,0.000002126574,0.00005764297,0.000008120628,0.0001029429,0.000279595,0.0007335638,0.9984264,0.000007103339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002248222,0.01548874,0.02377902,0.01679798,0.05074924,0.001145747,0.01412947,0.008126569,0.867535],"genre_scores_gemma":[0.005524039,0.009251491,0.007745673,0.004231534,0.01294228,0.0003742322,0.01200311,0.002279954,0.9456477],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2901537,"threshold_uncertainty_score":0.9706609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006709723033515084,"score_gpt":0.2686466213826114,"score_spread":0.2619368983490963,"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."}}