{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01104489,0.001247904,0.001814848,0.00334845,0.009438037,0.0136756,0.00337078,0.009152962,0.02911547],"category_scores_gemma":[0.04124053,0.0007824968,0.001396311,0.002846416,0.02616141,0.0177856,0.01075319,0.00602886,0.006071192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004594199,"about_ca_system_score_gemma":0.006811656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005880182,"about_ca_topic_score_gemma":0.005051508,"domain_scores_codex":[0.9877532,0.006913122,0.0004592324,0.001939006,0.002218482,0.0007170321],"domain_scores_gemma":[0.9608302,0.02843555,0.001605918,0.004300275,0.002905425,0.001922552],"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":[0.00004284252,0.00001841415,0.0008036755,0.0002901596,0.00004321512,0.0002177657,0.003091345,0.002350804,0.00007105196,0.8941659,0.06808548,0.03081933],"study_design_scores_gemma":[0.00001744285,0.000007991612,0.0001397019,0.0001641978,0.000006622146,0.00006035886,0.0008638924,0.001777115,0.00004239513,0.8710532,0.1258492,0.00001792374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01397768,0.03954777,0.1309697,0.2792177,0.007260712,0.0002106206,0.001297573,0.0007180281,0.5268004],"genre_scores_gemma":[0.7690204,0.0314725,0.06525711,0.04410844,0.008967997,0.0007845488,0.001178211,0.001040821,0.07817013],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02911547,"threshold_uncertainty_score":0.09740096,"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."}}