{"id":"W2050718666","doi":"10.1118/1.1374247","title":"AAPM protocol for 40–300 kV x‐ray beam dosimetry in radiotherapy and radiobiology","year":2001,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":819,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital; National Research Council Canada","funders":"","keywords":"Dosimetry; Radiobiology; Medical physics; Nuclear medicine; Radiation therapy; Protocol (science); External beam radiotherapy; Medicine; Medical physicist; Physics; Brachytherapy; Radiology","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":[0.01378663,0.0009628256,0.00107622,0.003343277,0.002394274,0.002238492,0.00403962,0.004496706,0.0631185],"category_scores_gemma":[0.02478603,0.001383963,0.001367116,0.003234522,0.001174374,0.001288891,0.001801625,0.004340185,0.04082395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002653474,"about_ca_system_score_gemma":0.01033218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129398,"about_ca_topic_score_gemma":0.01434792,"domain_scores_codex":[0.9906656,0.003450847,0.001166236,0.0003423982,0.004018753,0.0003562685],"domain_scores_gemma":[0.9757258,0.005236768,0.001365484,0.002923048,0.01394456,0.000804446],"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":[0.0003151568,0.0004839472,0.0005807233,0.001604796,0.00003836057,0.0003301374,0.0004764058,0.001863137,0.005775613,0.01153524,0.8124204,0.1645761],"study_design_scores_gemma":[0.00007685532,0.0001308764,0.00284618,0.0007388169,0.00003226866,0.0004437404,0.00006656071,0.0004344362,0.002093741,0.004808215,0.9882774,0.00005097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.008112696,0.024467,0.2211424,0.02990492,0.02155287,0.04839589,0.04962328,0.01064025,0.5861608],"genre_scores_gemma":[0.02845485,0.02732053,0.3667791,0.02046717,0.006657613,0.09280609,0.07881885,0.002807362,0.3758884],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.0631185,"threshold_uncertainty_score":0.2111524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317501388296632,"score_gpt":0.3351005279651251,"score_spread":0.3219255140821587,"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."}}