{"id":"W2919791866","doi":"10.1016/s0735-1097(19)33607-1","title":"FROM SILOS TO PATIENTS: COMPARING A MODALITY-CENTERED TO A PATIENT-CENTERED INSTRUCTIONAL FORMAT FOR MULTIMODALITY IMAGING","year":2019,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Multimodality; Modality (human–computer interaction); Medical physics; Radiology; Artificial intelligence; Linguistics","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":[0.003285791,0.0007315483,0.0007135199,0.0007346079,0.0005452792,0.001307112,0.001293441,0.001034877,0.01041393],"category_scores_gemma":[0.02506847,0.0003660408,0.0008198239,0.0002697164,0.0003588259,0.001716664,0.001383259,0.001669501,0.001257826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007493229,"about_ca_system_score_gemma":0.002173688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008805195,"about_ca_topic_score_gemma":0.001565193,"domain_scores_codex":[0.9978088,0.001147507,0.000230822,0.0002236837,0.0004224063,0.0001668379],"domain_scores_gemma":[0.9854608,0.009572089,0.00166304,0.0005492733,0.0008896776,0.001865165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09303819,0.1539739,0.02889763,0.003386262,0.001043859,0.0005479358,0.007237313,0.005736356,0.01192564,0.002151832,0.01036691,0.6816941],"study_design_scores_gemma":[0.0928418,0.5221747,0.1954961,0.006178101,0.007084162,0.001935113,0.01391171,0.04376763,0.05819027,0.006648712,0.05072481,0.00104694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796706,0.00046058,0.00917869,0.0007116309,0.0003270991,0.00281623,0.0003752496,0.0005511732,0.005908766],"genre_scores_gemma":[0.9505099,0.0008096062,0.03703985,0.001365526,0.000179528,0.004981327,0.0005892903,0.000133336,0.00439178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01041393,"threshold_uncertainty_score":0.03483802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149314482130857,"score_gpt":0.3019845836008412,"score_spread":0.2804914387795326,"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."}}