{"id":"W4240835538","doi":"10.1016/j.ijrobp.2006.07.1259","title":"2841","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Tomotherapy; Medicine; Collimated light; Nuclear medicine; Medical physics; Linear particle accelerator; Beam (structure); Optics; Radiology; Radiation therapy; Physics; Laser","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003282727,0.000894749,0.0004178942,0.001621886,0.001031112,0.00204298,0.0007932939,0.001282601,0.831212],"category_scores_gemma":[0.0009150291,0.0002582823,0.0003332143,0.0012277,0.0004188999,0.001021865,0.001311882,0.0007990737,0.791089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007209528,"about_ca_system_score_gemma":0.0007279321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002654243,"about_ca_topic_score_gemma":0.003113063,"domain_scores_codex":[0.9997297,0.00002608303,0.00001502201,0.00008387121,0.0001107667,0.00003455896],"domain_scores_gemma":[0.9994087,0.00008665739,0.0000208374,0.0001080781,0.0002669439,0.0001086925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000128672,0.0002387207,0.00136304,0.0001939875,0.00002491113,0.0002236117,0.000114639,0.0004504301,0.0109718,0.01932962,0.5048662,0.4620943],"study_design_scores_gemma":[0.00001400685,0.00002961033,0.001070944,0.00005489915,0.000009657248,0.0002809854,0.0000497017,0.0002573461,0.001284305,0.001332203,0.9956096,0.000006838955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001805528,0.0006165963,0.002523468,0.0008328493,0.0007834786,0.00007104778,0.0009730125,0.0006562207,0.9917378],"genre_scores_gemma":[0.003697747,0.000366323,0.0006965399,0.000310549,0.0001060099,0.00002979484,0.001129044,0.0001346961,0.9935293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.168788,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103235264876425,"score_gpt":0.3589849941253664,"score_spread":0.3379526414766022,"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."}}