{"id":"W2070988212","doi":"10.1118/1.3476131","title":"Poster — Thur Eve — 26: Cinical Implimentation of kV CBCT for Gynecological IMRT","year":2010,"lang":"en","type":"article","venue":"Medical Physics","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Cone beam computed tomography; Dosimetry; Nuclear medicine; Fiducial marker; Radiology; Computed tomography","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":[0.00136236,0.0002578441,0.0001455855,0.0004639502,0.0005233592,0.001059089,0.000453365,0.0004712364,0.02620615],"category_scores_gemma":[0.001366828,0.0001848582,0.0002741142,0.0001466585,0.0003683262,0.0002871428,0.0007295343,0.0009183406,0.004113878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005698658,"about_ca_system_score_gemma":0.0007935018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226245,"about_ca_topic_score_gemma":0.003305508,"domain_scores_codex":[0.9996655,0.0001064458,0.00001675015,0.00003873686,0.0001334926,0.00003907528],"domain_scores_gemma":[0.9995484,0.0001001199,0.00003248281,0.00006948745,0.0001737055,0.00007567873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002385384,0.00054249,0.0176104,0.0007544762,0.00006475692,0.002070758,0.0006476392,0.00352316,0.266628,0.007940068,0.07853632,0.6192966],"study_design_scores_gemma":[0.0002346894,0.002441801,0.05646902,0.0003707514,0.00008758671,0.00601814,0.0003241922,0.008364344,0.2142053,0.002459702,0.7089162,0.000108294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4221064,0.008267641,0.105516,0.01259916,0.007625971,0.001973343,0.001234814,0.001994386,0.4386822],"genre_scores_gemma":[0.7028605,0.002380561,0.08206841,0.001684127,0.001626609,0.0002632972,0.0006120591,0.0008236378,0.2076808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02620615,"threshold_uncertainty_score":0.08766824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03649193017676451,"score_gpt":0.3728298317319311,"score_spread":0.3363379015551666,"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."}}