{"id":"W2154589277","doi":"10.1258/jrsm.2010.100032","title":"Beyond patient safety Flatland","year":2010,"lang":"en","type":"article","venue":"Journal of the Royal Society of Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"World Wide Web; Computer science; Medicine; Data science; Medical emergency","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":[0.009677092,0.0006030719,0.0005753164,0.001107976,0.008458663,0.007889383,0.001265557,0.00734517,0.02079418],"category_scores_gemma":[0.0273705,0.0003951996,0.0007351114,0.0009050395,0.02085154,0.01267432,0.01191305,0.0132659,0.002858007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005420615,"about_ca_system_score_gemma":0.01100851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006315391,"about_ca_topic_score_gemma":0.006058194,"domain_scores_codex":[0.9891577,0.005952579,0.0003933391,0.0009199774,0.002450703,0.001125734],"domain_scores_gemma":[0.9818273,0.008909462,0.001188156,0.001396318,0.002927975,0.003750891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001052932,0.00007309146,0.002137072,0.0003354687,0.00002828934,0.0007614348,0.01414736,0.0004395499,0.0002274944,0.6950295,0.1811926,0.1055228],"study_design_scores_gemma":[0.00001878036,0.0001288865,0.0007560316,0.0005940213,0.000009992949,0.0009141913,0.00596142,0.0002694649,0.0002434202,0.206224,0.7848455,0.0000341585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01000447,0.02429135,0.01042311,0.7854224,0.006830958,0.00002726462,0.000084241,0.0001122778,0.162804],"genre_scores_gemma":[0.5769974,0.0255507,0.00666358,0.3242906,0.007139402,0.00009993817,0.00008988549,0.0001910901,0.0589775],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02079418,"threshold_uncertainty_score":0.06956345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283609514608708,"score_gpt":0.3510689284679221,"score_spread":0.328232833321835,"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."}}