{"id":"W4240675212","doi":"10.1055/s-0040-1702030","title":"Welcome to IMIA","year":2020,"lang":"en","type":"article","venue":"Yearbook of Medical Informatics","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Library science; Political science; Management; Geography; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001618098,0.001323471,0.0007387935,0.001369451,0.003980738,0.01194439,0.001463406,0.004135596,0.7277992],"category_scores_gemma":[0.008154999,0.0005390391,0.0007316293,0.0009712022,0.0006071748,0.004999885,0.006121162,0.004116758,0.684392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004243,"about_ca_system_score_gemma":0.004670344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003225086,"about_ca_topic_score_gemma":0.008148753,"domain_scores_codex":[0.9980654,0.0002147987,0.00005939871,0.0002540182,0.0008122168,0.0005941245],"domain_scores_gemma":[0.9923186,0.0002303547,0.0002505112,0.0003053001,0.002223171,0.004672006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001151348,0.00001369041,0.00004223514,0.00001752363,5.807986e-7,0.00002308495,0.00001903475,0.000004514152,0.00005152628,0.0004139832,0.9916307,0.007771641],"study_design_scores_gemma":[0.000004007845,0.000007216095,0.000149202,0.00001849376,6.260655e-7,0.00001990584,0.00007710599,0.00001120904,0.00003160611,0.00008726602,0.9995907,0.000002690917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001021452,0.001970447,0.000682362,0.03996632,0.06076114,0.0004031048,0.002345951,0.002996197,0.889853],"genre_scores_gemma":[0.001369601,0.0004205084,0.0002384034,0.004987439,0.004197031,0.0001015941,0.0007545965,0.0004553196,0.9874753],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7277992,"threshold_uncertainty_score":0.3882613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06043450636610531,"score_gpt":0.2704869193681937,"score_spread":0.2100524130020884,"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."}}