{"id":"W2067862160","doi":"10.1007/s10278-009-9212-x","title":"Evaluating the Implementation of Picture Archiving and Communication Systems in Newfoundland and Labrador—a Cost Benefit Analysis","year":2009,"lang":"en","type":"article","venue":"Journal of Digital Imaging","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; Newfoundland and Labrador Centre for Applied Health Research","funders":"Australian Government","keywords":"Computer science; Data science; Telecommunications; World Wide Web; Multimedia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073079,0.00009644195,0.0003415351,0.0003569794,0.00004122554,0.0002107278,0.00009117637,0.00001258062,0.000001933393],"category_scores_gemma":[0.0002017882,0.00006466008,0.00005435248,0.0003556578,0.00009043955,0.0007134284,0.00003757168,0.0002066706,9.626652e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006997645,"about_ca_system_score_gemma":0.00003805192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001305439,"about_ca_topic_score_gemma":0.00004358177,"domain_scores_codex":[0.9988367,0.00003581856,0.000578102,0.0000914343,0.0003333593,0.0001245843],"domain_scores_gemma":[0.998893,0.0002347145,0.0004575108,0.0001655977,0.0001802739,0.00006895702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004500784,0.00003875858,0.7896259,0.00003715591,0.0001243279,0.00001210491,0.001912169,0.0003173321,0.001526751,0.0001137314,0.00001554512,0.2062312],"study_design_scores_gemma":[0.00157297,0.0002541259,0.9797068,0.0005536853,0.0004993153,0.0004996783,0.004373745,0.01169972,0.00002971527,0.0006942205,0.00004779789,0.0000682294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934341,0.002653373,0.0004132524,0.002538478,0.00002678586,0.0001907815,0.000004771392,0.000004809955,0.0007335971],"genre_scores_gemma":[0.9989933,0.00008852822,0.0006630092,0.0001705285,0.00004479156,9.588747e-7,0.00001089949,0.000006826247,0.00002116469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.206163,"threshold_uncertainty_score":0.2636762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520010281154967,"score_gpt":0.3789163563609497,"score_spread":0.3537162535494,"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."}}