{"id":"W2937549197","doi":"","title":"Researchers Eye Cyclotron as Alternative for Medical Isotope Production","year":2012,"lang":"en","type":"article","venue":"","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyclotron; Production (economics); Isotope; Nuclear physics; Nuclear engineering; Physics; Engineering; Economics; Macroeconomics","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":[0.001810656,0.0003753645,0.0002998115,0.0009684141,0.002158225,0.002609948,0.0008512293,0.003285757,0.01990337],"category_scores_gemma":[0.001888307,0.0002571809,0.0005405897,0.001112974,0.002371818,0.00230863,0.001224081,0.003621376,0.003257437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003600771,"about_ca_system_score_gemma":0.003065233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01807926,"about_ca_topic_score_gemma":0.0371417,"domain_scores_codex":[0.9986554,0.0001704381,0.00002894511,0.0002001817,0.000827647,0.0001173046],"domain_scores_gemma":[0.9990476,0.000276044,0.00007997952,0.00007342415,0.0004153506,0.0001075383],"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":[0.002771365,0.0003652022,0.004992488,0.001678891,0.00007636721,0.001950901,0.002090812,0.0004955465,0.1134384,0.1754447,0.2676458,0.4290494],"study_design_scores_gemma":[0.00009696776,0.0002904685,0.0007533446,0.0001892813,0.00002654868,0.0008788415,0.0006887352,0.0001296765,0.0256042,0.006893335,0.9644081,0.00004034353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0615574,0.2386758,0.01363783,0.2842512,0.01705706,0.0001810007,0.0005455354,0.000680897,0.3834134],"genre_scores_gemma":[0.3206761,0.1745776,0.02623439,0.08177347,0.005441001,0.0001063971,0.0002773328,0.0004133641,0.3905003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01990337,"threshold_uncertainty_score":0.0665834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2259104385680625,"score_gpt":0.5395794528658431,"score_spread":0.3136690142977806,"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."}}