{"id":"W1996124191","doi":"10.1016/j.ijrobp.2006.01.034","title":"Computerized tomographic simulation compared with clinical mark-up in palliative radiotherapy: A prospective study","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Medical physics; Computed tomographic; Radiology; Nuclear medicine; 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":[0.001432831,0.0003949416,0.0005793044,0.0006650562,0.000267838,0.0006164637,0.0006098563,0.0006527447,0.001915678],"category_scores_gemma":[0.009987445,0.0002934302,0.0005793759,0.0007018272,0.0006397463,0.0007032094,0.0004401569,0.0005405953,0.0004619974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004342265,"about_ca_system_score_gemma":0.0003630806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206575,"about_ca_topic_score_gemma":0.0004594609,"domain_scores_codex":[0.9989895,0.0005866595,0.00007765149,0.00009703631,0.0001924227,0.00005669462],"domain_scores_gemma":[0.9941975,0.003362999,0.0010045,0.0004223415,0.0005433353,0.0004693146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04839346,0.006345337,0.9103318,0.0001815629,0.0004204897,0.0005483148,0.0008963699,0.003794067,0.003555027,0.0002742085,0.0002099332,0.02504945],"study_design_scores_gemma":[0.001564048,0.06149619,0.9167367,0.00004601751,0.0006024312,0.00180054,0.0009830473,0.01257762,0.003058555,0.0003312544,0.0007312357,0.000072467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999428,0.0001142471,0.0001221509,0.0000116384,0.000003868489,0.0000245071,0.00004497777,0.000003460806,0.000247223],"genre_scores_gemma":[0.9996654,0.00007000651,0.00009701366,0.000007492235,0.000004635086,0.00001604287,0.00006208975,0.000002884564,0.00007447381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001915678,"threshold_uncertainty_score":0.007577658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131870687265234,"score_gpt":0.377626679957984,"score_spread":0.3563079730853316,"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."}}