{"id":"W2149676280","doi":"10.1016/j.jmir.2008.07.012","title":"Proceedings from the 2008 Toronto Radiation Medicine Conference: Global Perspectives, Local Outcomes, Saturday, April 26, and Sunday, April 27, 2008","year":2008,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Michener Institute; University of Toronto","funders":"","keywords":"Library science; Medical education; Medicine; Gerontology; Family medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003126837,0.0007570209,0.0004270186,0.0008253456,0.002987173,0.003151641,0.0007101806,0.002223578,0.04454789],"category_scores_gemma":[0.004432109,0.0002953344,0.0003237484,0.001722895,0.0009600043,0.001047982,0.001899527,0.003882929,0.003053485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01053288,"about_ca_system_score_gemma":0.01347822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2442223,"about_ca_topic_score_gemma":0.7814543,"domain_scores_codex":[0.9990859,0.0001762365,0.00003046789,0.0000489157,0.0004282906,0.0002301747],"domain_scores_gemma":[0.9964629,0.0003426247,0.0002194424,0.00006754001,0.001179698,0.001727925],"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":[0.00004836619,0.00001945253,0.00115975,0.0000877905,0.000008015588,0.00003091332,0.0002084327,0.00004408763,0.00004148872,0.0002833088,0.9868435,0.01122484],"study_design_scores_gemma":[0.00004494081,0.00005849682,0.04483122,0.0007886354,0.00005344009,0.0001229539,0.003902437,0.00006672792,0.0001865869,0.0004980212,0.9494068,0.00003986558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02278525,0.1511914,0.0004439052,0.6337137,0.05290162,0.000188953,0.009332646,0.0001763449,0.1292662],"genre_scores_gemma":[0.1936051,0.1710343,0.001854585,0.05782578,0.04050814,0.0003978424,0.01050559,0.0004457938,0.5238228],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2442223,"threshold_uncertainty_score":0.4856015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219808817344572,"score_gpt":0.3236843547450175,"score_spread":0.3017034730105603,"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."}}