{"id":"W1980608904","doi":"10.1016/j.radonc.2006.07.005","title":"A comparison of prostate IMRT and helical tomotherapy class solutions","year":2006,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Grand River Hospital; Western University; London Health Sciences Centre","funders":"Association of Canadian Universities for Research in Astronomy","keywords":"Tomotherapy; Prostate cancer; Medicine; Prostate; Nuclear medicine; Radiation treatment planning; Medical physics; Radiology; Homogeneity (statistics); Radiation therapy; Cancer; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007476605,0.0003093908,0.0004521628,0.001178103,0.0002322661,0.000824956,0.0004796441,0.0004106917,0.01024376],"category_scores_gemma":[0.002562104,0.0001552289,0.0003912676,0.001283361,0.0001453351,0.0005837206,0.0003343312,0.0003067413,0.001043581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007728732,"about_ca_system_score_gemma":0.000463599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588463,"about_ca_topic_score_gemma":0.001940559,"domain_scores_codex":[0.9996171,0.0001035177,0.00001774166,0.00003456343,0.0001890938,0.00003789807],"domain_scores_gemma":[0.9989294,0.0005714348,0.0001428244,0.00009380842,0.0002107132,0.00005191855],"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":[0.01312417,0.0007994554,0.01030423,0.001050739,0.0004082868,0.00006653718,0.0002608599,0.1434496,0.04606597,0.01075833,0.005933297,0.7677786],"study_design_scores_gemma":[0.003309619,0.02097895,0.1471854,0.0006562236,0.00214121,0.002021485,0.001084415,0.5201874,0.1757472,0.01438449,0.1120123,0.0002913825],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.703219,0.01884752,0.1443235,0.001285861,0.0005183621,0.0005311787,0.002561693,0.003206872,0.1255061],"genre_scores_gemma":[0.9478138,0.002812984,0.03237271,0.0003133277,0.0001185294,0.000107721,0.000963745,0.001018891,0.01447834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024376,"threshold_uncertainty_score":0.03426874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621032087787372,"score_gpt":0.3420856576986723,"score_spread":0.3258753368207986,"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."}}