{"id":"W2413394839","doi":"","title":"Change in patient doses from radiological examinations at the Vancouver General Hospital, 1991-2002.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Radiological weapon; Nuclear medicine; Effective dose (radiation); Radiation dose; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001126156,0.00009247124,0.0001378068,0.00006483999,0.00006568176,0.00001538489,0.0000687315,0.00004803984,0.0003747391],"category_scores_gemma":[0.0001227667,0.00005882514,0.00004799543,0.0001420503,0.00005233072,0.0001478393,0.00004038633,0.0001156708,0.00005221258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068806,"about_ca_system_score_gemma":0.00000738814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002860003,"about_ca_topic_score_gemma":0.0005262343,"domain_scores_codex":[0.9991534,0.00004807924,0.0001841113,0.0001883307,0.0001655652,0.0002604711],"domain_scores_gemma":[0.9995722,0.00007928706,0.00005352762,0.0001900234,0.00001869917,0.00008630169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002391268,0.0002323224,0.09963446,0.000002624296,0.00002960387,0.00002644495,0.002158399,0.00003184575,0.00004315632,0.00003172348,0.07535014,0.8224354],"study_design_scores_gemma":[0.0005848345,0.00002334359,0.8211004,0.00000392892,0.00001604888,0.000002983455,0.00007295793,0.0005633721,0.0003104811,0.00001338981,0.1772383,0.00006990377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874194,0.001533405,0.000004426335,0.006141749,0.0003624269,0.0007985658,0.00001611493,0.00003624029,0.003687618],"genre_scores_gemma":[0.9920542,0.0001515943,0.0001121051,0.003727878,0.000833553,0.001409723,0.00005781454,0.000009970408,0.001643109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8223655,"threshold_uncertainty_score":0.410313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782264284614602,"score_gpt":0.2400899389222635,"score_spread":0.2122672960761175,"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."}}