{"id":"W2003889326","doi":"10.1118/1.4740197","title":"Sci—Fri PM: Delivery — 02: CT image guidance strategies for dose‐adaptive IMRT of the prostate","year":2012,"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":"Cancer Care Ontario; Western University","funders":"","keywords":"Medicine; Radiation treatment planning; Radiation therapy; Nuclear medicine; Medical physics; Rectum; Medical imaging; Image-guided radiation therapy; Tomotherapy; Prostate; Computer science; Radiology; Surgery","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":[0.0003379417,0.0002827659,0.000142148,0.0004126331,0.0002327936,0.0007791823,0.0005551936,0.0005003142,0.03659657],"category_scores_gemma":[0.0006922966,0.0001926571,0.0003141752,0.0003437816,0.000412658,0.0003796078,0.0003648969,0.0003255432,0.008110591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029709,"about_ca_system_score_gemma":0.0004245006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005169423,"about_ca_topic_score_gemma":0.006245037,"domain_scores_codex":[0.9999202,0.00001961406,0.000004534202,0.00001187578,0.00003158411,0.00001209476],"domain_scores_gemma":[0.9998453,0.00003929815,0.0000216605,0.00004070709,0.00002944873,0.0000236011],"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":[0.001239585,0.0004252088,0.006306972,0.0008452033,0.00007492761,0.0008905783,0.0003180907,0.08380628,0.1474019,0.03743616,0.13091,0.5903451],"study_design_scores_gemma":[0.00045799,0.001806534,0.02530862,0.0003031,0.0001494681,0.001850085,0.0001292185,0.2131331,0.1047738,0.01013552,0.6418266,0.0001259456],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1178673,0.006333247,0.4356199,0.007862768,0.0009080197,0.001520341,0.002772139,0.01328034,0.413836],"genre_scores_gemma":[0.6981888,0.003743779,0.1222826,0.001287606,0.0004066501,0.0003651544,0.0009707818,0.003248947,0.1695055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03659657,"threshold_uncertainty_score":0.1224277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387517055217433,"score_gpt":0.2922656703414838,"score_spread":0.2783904997893095,"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."}}