{"id":"W1602790399","doi":"10.1186/1748-717x-1-2","title":"Intra- and inter-radiation therapist reproducibility of daily isocenter verification using prostatic fiducial markers","year":2006,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Fiducial marker; Isocenter; Medicine; Reproducibility; Radiation therapy; Nuclear medicine; Medical physics; Radiology","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":[0.01501659,0.0004433847,0.000460429,0.0006717158,0.0004473427,0.0008440667,0.0009421522,0.0007848765,0.001289746],"category_scores_gemma":[0.03922012,0.0003684031,0.0006282568,0.0004713168,0.0008701763,0.0005482265,0.001050468,0.0006428761,0.0006285527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005820994,"about_ca_system_score_gemma":0.0005084535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006852438,"about_ca_topic_score_gemma":0.001183397,"domain_scores_codex":[0.9822624,0.008194372,0.001572278,0.002793544,0.004851651,0.0003257563],"domain_scores_gemma":[0.9559887,0.02166198,0.005552686,0.01002233,0.006372127,0.0004021618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005175394,0.0008249778,0.4352236,0.0009702448,0.0009918571,0.0003171668,0.004771906,0.008948246,0.2824835,0.0007647204,0.001156494,0.2583719],"study_design_scores_gemma":[0.0001419674,0.003447801,0.7935708,0.00008805783,0.0004664218,0.002493842,0.0004594155,0.02227279,0.1717565,0.0004333598,0.004706681,0.000162305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7968642,0.001245183,0.1977444,0.0001387508,0.0001137732,0.0003752004,0.0002257356,0.0007496973,0.002543014],"genre_scores_gemma":[0.9572313,0.00009255126,0.04143749,0.00005579604,0.00003578809,0.0001826048,0.0001534127,0.0002466483,0.0005642482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01501659,"threshold_uncertainty_score":0.07941622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074679852131979,"score_gpt":0.3090868801900286,"score_spread":0.2983400816687087,"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."}}