{"id":"W1985982341","doi":"10.1093/oxfordjournals.rpd.a006273","title":"IMBA expert(r): Internal dosimetry made simple","year":2003,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radiation Effects and Dosimetry","field":"Agricultural and Biological Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","keywords":"Quality assurance; Suite; Dosimetry; Software; Computer science; Medical physics; Operations research; Environmental science; Engineering; Nuclear medicine; Operations management; Medicine; Political science; Operating system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005398073,0.001655017,0.001369741,0.001989548,0.0006975932,0.002502398,0.003520535,0.001665733,0.06760024],"category_scores_gemma":[0.01345914,0.001931491,0.001323038,0.001225956,0.000640748,0.002988119,0.002782119,0.002098071,0.04712899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007808886,"about_ca_system_score_gemma":0.001044798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165612,"about_ca_topic_score_gemma":0.001404023,"domain_scores_codex":[0.9971123,0.0005929908,0.0002264111,0.0006055452,0.001283773,0.0001789626],"domain_scores_gemma":[0.9924961,0.002412281,0.0003900236,0.002609531,0.001919649,0.0001723843],"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":[0.001067476,0.0001826971,0.002536456,0.00159596,0.0002668289,0.0003731305,0.001311069,0.01012046,0.07226752,0.02524137,0.2573797,0.6276574],"study_design_scores_gemma":[0.0001468238,0.0001330887,0.002651831,0.0002429174,0.0001306837,0.001064396,0.0000979504,0.05358974,0.09599335,0.01270662,0.8330404,0.0002022467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.002467007,0.0003761148,0.8205031,0.0002051413,0.0001807054,0.0002377167,0.001745186,0.1527476,0.02153749],"genre_scores_gemma":[0.03694851,0.0004743133,0.8554181,0.0006339402,0.0001234723,0.000800056,0.004811097,0.06426521,0.03652528],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.06760024,"threshold_uncertainty_score":0.2261453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128523433356593,"score_gpt":0.2288886355493272,"score_spread":0.2160362922136679,"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."}}