{"id":"W2063646175","doi":"10.1118/1.2955552","title":"PET/CT will become standard practice for radiotherapy simulation and planning","year":2008,"lang":"en","type":"article","venue":"Medical Physics","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical physics; Medicine; Radiation therapy; Image registration; Nuclear medicine; Positron emission tomography; Medical imaging; Radiation treatment planning; PET-CT; Medical physicist; Radiology; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02353149,0.001138095,0.001351994,0.001669647,0.001057102,0.008086231,0.004204291,0.006899116,0.01974696],"category_scores_gemma":[0.05913035,0.001216427,0.00138943,0.001653275,0.00524471,0.00982747,0.003664796,0.009905837,0.01837999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002979566,"about_ca_system_score_gemma":0.004420246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005246583,"about_ca_topic_score_gemma":0.003991579,"domain_scores_codex":[0.9948318,0.002312452,0.0003894013,0.0007959051,0.001443316,0.0002270528],"domain_scores_gemma":[0.9568906,0.01878287,0.00176197,0.008930246,0.01168393,0.001950554],"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":[0.0003550412,0.0002036068,0.005562325,0.0006713929,0.0001674929,0.0003310659,0.0003123102,0.01230592,0.002043168,0.1086669,0.3083871,0.5609937],"study_design_scores_gemma":[0.0001219571,0.0001490626,0.001789799,0.001474807,0.000072359,0.001135433,0.000295803,0.01159262,0.003412441,0.1219563,0.8578664,0.0001331062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.00405315,0.03334865,0.576301,0.2944816,0.01452078,0.0004279816,0.002030516,0.007704768,0.06713144],"genre_scores_gemma":[0.1236923,0.05858951,0.6129999,0.1469391,0.01307882,0.001584314,0.004091123,0.00602699,0.03299803],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02353149,"threshold_uncertainty_score":0.1244479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04530773735294414,"score_gpt":0.4045979125867259,"score_spread":0.3592901752337818,"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."}}