{"id":"W2106404123","doi":"","title":"Evaluation of treatment planning system monitor unit calculations for three intensity modulated radiotherapy delivery techniques","year":2011,"lang":"en","type":"article","venue":"Iranian Journal of radiation research/Iranian journal of radiation research","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Ionization chamber; Monitor unit; Electrometer; Reproducibility; Radiation treatment planning; Linear particle accelerator; Dose profile; Imaging phantom; Nuclear medicine; Dosimetry; Biomedical engineering; Radiation therapy; Materials science; Medicine; Ionization; Beam (structure); Physics; Optics; Mathematics; Surgery; 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":[0.00275025,0.0005550592,0.0002621761,0.00043824,0.0002239858,0.0004492022,0.0007721768,0.0003347493,0.00222705],"category_scores_gemma":[0.01161525,0.0003235694,0.000445295,0.0004059045,0.000183691,0.0003328758,0.0004621901,0.000406827,0.0003361081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008294714,"about_ca_system_score_gemma":0.0005275395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007226684,"about_ca_topic_score_gemma":0.0006835528,"domain_scores_codex":[0.9978392,0.0006836018,0.0001234451,0.0002266695,0.001077266,0.00004995229],"domain_scores_gemma":[0.993893,0.003737862,0.0007091079,0.0007111101,0.0008830113,0.00006582814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002792967,0.0003117891,0.07393445,0.0007811505,0.0003489628,0.0001385769,0.0008362518,0.08214641,0.2946693,0.002146234,0.002697488,0.5391965],"study_design_scores_gemma":[0.0004302408,0.003691999,0.1374618,0.00007814373,0.0005139104,0.001194931,0.0001221316,0.23406,0.6112405,0.0008094493,0.01024368,0.0001531307],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5519599,0.0007300873,0.4400768,0.0001898481,0.00006344735,0.0002946712,0.0003531005,0.003731938,0.002600162],"genre_scores_gemma":[0.8056605,0.0001267813,0.1920877,0.0000461411,0.00001575714,0.0002236966,0.0004174934,0.0005784756,0.0008433572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00275025,"threshold_uncertainty_score":0.01454484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2128665945402761,"score_gpt":0.4456488417179402,"score_spread":0.2327822471776641,"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."}}