{"id":"W4239265152","doi":"10.1007/978-3-642-56719-3_18","title":"Health Informatics","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Health informatics; Computer science; Medicine; Nursing; Public health","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":[0.0006119652,0.0009960547,0.0005760869,0.002234429,0.001398596,0.005410627,0.0007494868,0.001458971,0.2206618],"category_scores_gemma":[0.001521675,0.0005120055,0.0003159311,0.002786759,0.0007958869,0.003982732,0.001861317,0.002320845,0.1965568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213806,"about_ca_system_score_gemma":0.00166801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002882662,"about_ca_topic_score_gemma":0.006969938,"domain_scores_codex":[0.9995601,0.00007949193,0.00002257828,0.0000844069,0.0002153908,0.00003804517],"domain_scores_gemma":[0.9994552,0.0001657051,0.00002036501,0.00009953495,0.0001822393,0.00007694635],"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":[0.000006866876,0.00003541245,0.0001007887,0.0001210139,0.00000302156,0.00003539692,0.0002861384,0.0000848105,0.0003435574,0.04430086,0.703666,0.251016],"study_design_scores_gemma":[0.000001474729,0.000003636564,0.0001165092,0.00007189401,0.000001676628,0.00006178283,0.00005402142,0.00008529821,0.00008567985,0.004826529,0.994689,0.000002477054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001910755,0.004194517,0.00585763,0.002081638,0.0008458762,0.00006148873,0.0002715306,0.0006601962,0.9858359],"genre_scores_gemma":[0.0008685066,0.002396773,0.001706994,0.001212584,0.0002576383,0.00003560381,0.0002780343,0.0001026183,0.9931412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2206618,"threshold_uncertainty_score":0.7381872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128709715503334,"score_gpt":0.4313064300264958,"score_spread":0.3184354584761624,"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."}}