{"id":"W1931115271","doi":"","title":"Patrick A. Turski: 40th President of the American Society of Neuroradiology","year":2002,"lang":"en","type":"article","venue":"PubMed Central","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroradiology; Medicine; Library science; Neurology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009063447,0.00006535461,0.0002068874,0.0000238354,0.00002090466,0.000003213919,0.0001005047,0.00001894752,0.00005395709],"category_scores_gemma":[0.00008807297,0.0000444641,0.0001643687,0.000228863,0.0001726253,0.00003910105,0.0000229201,0.0001092356,0.00000180341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004906498,"about_ca_system_score_gemma":0.00003115318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006159258,"about_ca_topic_score_gemma":0.000001335144,"domain_scores_codex":[0.9990628,0.00004747775,0.0001991391,0.0001118197,0.0001632123,0.0004155019],"domain_scores_gemma":[0.9994257,0.00003747458,0.000183463,0.0002159137,0.00002236931,0.0001150746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001758369,0.0001060159,0.9324289,0.00003539952,0.00006729972,0.000001328993,0.0007114378,0.00005194479,0.001436625,0.00003993315,0.03430416,0.03079939],"study_design_scores_gemma":[0.0004248505,0.00003841004,0.986883,0.000005765969,0.00005397485,0.00001620416,0.00007767775,0.001246001,0.005827514,0.00001022961,0.005379038,0.00003732107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939194,0.0003613406,0.00003867308,0.004360699,0.0002120781,0.0002456617,0.000005827914,0.00001319976,0.0008431079],"genre_scores_gemma":[0.9977877,0.0003414205,0.0001043219,0.001108626,0.0001954566,0.00001044448,0.000001767253,0.00000799711,0.0004422802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05445413,"threshold_uncertainty_score":0.1813193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070622736114766,"score_gpt":0.2286417649059223,"score_spread":0.2079355375447746,"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."}}