{"id":"W1966473476","doi":"10.1075/idj.15.1.07fra","title":"Medical communications and information design","year":2007,"lang":"en","type":"article","venue":"Information Design Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Process (computing); Computer science; Medical information; Knowledge management","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019167,0.00009623037,0.0001259711,0.0005546589,0.0021976,0.000135525,0.0004866229,0.0002059998,0.0007435632],"category_scores_gemma":[0.003304947,0.00007745739,0.00002367883,0.0004747625,0.0001529444,0.007963963,0.0001024759,0.001165047,0.001123967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558341,"about_ca_system_score_gemma":0.002634211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004280475,"about_ca_topic_score_gemma":0.000009244858,"domain_scores_codex":[0.9963598,0.0007520735,0.001261659,0.00004893044,0.0009605072,0.0006170423],"domain_scores_gemma":[0.9955939,0.001957129,0.0005110112,0.000267159,0.0007811227,0.0008896956],"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":[0.0003203053,0.0000565133,0.006199512,0.0001879717,0.00002447838,0.000002773152,0.05319546,0.0001068127,0.00002615117,0.007736877,0.2831073,0.6490359],"study_design_scores_gemma":[0.001819577,0.0003762195,0.03353266,0.0002833192,0.000009560039,0.0002647669,0.02011451,0.04185834,0.00003714413,0.00261152,0.8988339,0.000258528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002768017,0.0001045832,0.9759799,0.009505327,0.0007620216,0.0007103493,0.000002684885,0.00005392242,0.01011314],"genre_scores_gemma":[0.7408614,0.006316386,0.2185114,0.03233778,0.001281714,0.000195481,0.0001032293,0.00001956987,0.0003730857],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7574685,"threshold_uncertainty_score":0.9996538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2466926764159157,"score_gpt":0.5167577439305362,"score_spread":0.2700650675146204,"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."}}