{"id":"W3169799107","doi":"10.1007/s10278-021-00450-5","title":"Multispecialty Enterprise Imaging Workgroup Consensus on Interactive Multimedia Reporting Current State and Road to the Future: HIMSS-SIIM Collaborative White Paper","year":2021,"lang":"en","type":"review","venue":"Journal of Digital Imaging","topic":"Radiology practices and education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"National Cancer Institute","keywords":"Workgroup; Hyperlink; Timeline; Computer science; Documentation; Multimedia; Alphanumeric; White paper; Hypermedia; World Wide Web; Medicine; Web page","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009766666,0.0004574232,0.001698931,0.0003377473,0.0001496896,0.0005371672,0.0001583539,0.00005481773,0.000037282],"category_scores_gemma":[0.003202577,0.0002878807,0.0004280914,0.0004403878,0.0001369222,0.0007689464,0.0001260013,0.001566543,0.00001936608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004289986,"about_ca_system_score_gemma":0.0008385927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002864617,"about_ca_topic_score_gemma":0.000003200947,"domain_scores_codex":[0.9964082,0.0002749569,0.002150776,0.0004421311,0.0003606974,0.0003632314],"domain_scores_gemma":[0.9921969,0.0007897969,0.005515335,0.000327513,0.0008457594,0.000324686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001303625,0.0001622446,0.001648543,0.0003872142,0.0003457247,0.0006265074,0.003267914,0.000003095448,0.000002416801,6.418454e-7,0.009899449,0.9835259],"study_design_scores_gemma":[0.000566623,0.00009737637,0.00148746,0.01845751,0.0008892672,0.006315215,0.004853688,0.00006395014,0.000001358766,0.000008118689,0.9669723,0.0002871617],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001210944,0.9861034,0.00008617822,0.00674344,0.004364189,0.0007084642,0.00005883427,0.00001126178,0.0007132536],"genre_scores_gemma":[0.003250549,0.9913942,0.0009292041,0.0005653062,0.003522252,0.00001923677,0.0000608358,0.0000690504,0.000189403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9832387,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311983614566102,"score_gpt":0.3935761179487818,"score_spread":0.3604562818031207,"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."}}