{"id":"W4245148719","doi":"10.1097/bpo.0000000000000550","title":"The Wisdom of Crowds","year":2015,"lang":"de","type":"article","venue":"Journal of Pediatric Orthopaedics","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Harm; Patient safety; Health care; Human error; Medical emergency; Perioperative; Near miss; MEDLINE; Surgery; Risk analysis (engineering); Forensic engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007778178,0.0002223149,0.0005732668,0.0003299103,0.0004648743,0.000004083528,0.0006473715,0.0004129022,0.0001030372],"category_scores_gemma":[0.008028668,0.000144,0.000384374,0.0008930971,0.0002908074,0.0002268693,0.0001496818,0.001831918,0.0002161547],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001940247,"about_ca_system_score_gemma":0.006162345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001194358,"about_ca_topic_score_gemma":0.00001112905,"domain_scores_codex":[0.9937069,0.001093966,0.002743637,0.0001475876,0.00175335,0.0005545622],"domain_scores_gemma":[0.9885572,0.001879499,0.005975011,0.0004407762,0.002217466,0.000930002],"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":[0.00093216,0.0005700355,0.4785864,0.0004820402,0.0003260999,0.00006858078,0.01387345,0.0003680922,0.000003982026,0.001214118,0.4963,0.007275051],"study_design_scores_gemma":[0.004378451,0.001235634,0.02954878,0.0002053169,0.001544681,0.00002118965,0.009707033,0.0001478834,0.000005644531,0.0009534641,0.9520285,0.0002233955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5383258,0.2456929,0.01564346,0.06174963,0.1288728,0.001770168,0.0002001783,0.00005689809,0.007688108],"genre_scores_gemma":[0.8924734,0.07338665,0.001130852,0.0008828992,0.02908101,0.000006546672,0.00001177415,0.00005936653,0.002967494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4557285,"threshold_uncertainty_score":0.9994718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09177156267981068,"score_gpt":0.3870852607653161,"score_spread":0.2953136980855054,"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."}}