{"id":"W6889697453","doi":"10.26044/esi2020/esi-05091","title":"Patient and Physician Knowledge, Dialogue, and Education of Low-Dose Radiation","year":2020,"lang":"en","type":"article","venue":"European Society of Radiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Radiation therapy; MEDLINE; Medical radiation; Patient care; Radiation dose","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003874671,0.0001142942,0.0002704129,0.0006548651,0.0008550444,0.00186716,0.0004128272,0.001211747,0.005583715],"category_scores_gemma":[0.0292458,0.0001359638,0.0002663186,0.0002941955,0.0008376098,0.001145146,0.001427344,0.001495202,0.0005155632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031748,"about_ca_system_score_gemma":0.002270025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003014025,"about_ca_topic_score_gemma":0.003577662,"domain_scores_codex":[0.9955665,0.003139866,0.0001503213,0.0001513048,0.0006811044,0.0003108489],"domain_scores_gemma":[0.9802442,0.01326095,0.002867143,0.0004387526,0.001259506,0.001929515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007480984,0.003490495,0.562793,0.0008771482,0.0002237706,0.001385781,0.09481389,0.0005302181,0.002593633,0.004132609,0.01710515,0.3113061],"study_design_scores_gemma":[0.0001686656,0.001627314,0.8571225,0.001591698,0.0002376193,0.005425543,0.06800795,0.001484241,0.002417272,0.008259177,0.05352433,0.0001336768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201724,0.004209321,0.001068175,0.01846364,0.0000986523,0.0000503108,0.0001242269,0.00004357759,0.05576987],"genre_scores_gemma":[0.9953368,0.0009563167,0.0006047506,0.00124565,0.00003727731,0.00001689807,0.00005061699,0.000007130979,0.0017447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005583715,"threshold_uncertainty_score":0.02049148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087059573932206,"score_gpt":0.2489522118089736,"score_spread":0.2380816160696515,"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."}}