{"id":"W2465778667","doi":"10.1016/j.jacr.2016.05.010","title":"Radiology Perceptions and Preferences of Canadian Patients in an After-hours Acute Care Setting","year":2016,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital","funders":"","keywords":"Scopus; Medicine; Radiology; Patient care; Miller; MEDLINE; Family medicine; Nursing","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":[0.001130336,0.0002485794,0.000375897,0.0008798929,0.004717276,0.002640978,0.00062738,0.0008406499,0.007003826],"category_scores_gemma":[0.007218128,0.0002225426,0.0005532396,0.001373042,0.001419882,0.000593114,0.0009561987,0.001692995,0.00047368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01660484,"about_ca_system_score_gemma":0.01544041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8841755,"about_ca_topic_score_gemma":0.9293982,"domain_scores_codex":[0.9980643,0.0003005409,0.00009769963,0.00009893644,0.0005847366,0.0008537167],"domain_scores_gemma":[0.9929316,0.0007788745,0.001018956,0.00005448058,0.001935115,0.003281097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001009958,0.000662191,0.9054998,0.000133868,0.00009375367,0.001056219,0.06113043,0.0002631514,0.0007196289,0.0008302365,0.01155409,0.01704667],"study_design_scores_gemma":[0.00007698564,0.0005189293,0.7747139,0.0001758671,0.0000574845,0.0008001367,0.2116778,0.0005273781,0.0001817515,0.0002655028,0.01085967,0.0001445644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99193,0.0001896278,0.0000339337,0.001370561,0.00002964745,0.00002700299,0.0002167686,0.000002246746,0.00620018],"genre_scores_gemma":[0.9977723,0.0002075626,0.00009377752,0.0007725926,0.00001588873,0.000008604478,0.0001098571,0.000003670491,0.001015611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158245,"threshold_uncertainty_score":0.2330132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109730323953507,"score_gpt":0.2860149589348188,"score_spread":0.2749176556952837,"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."}}