{"id":"W2117853588","doi":"10.1503/cmaj.1040801","title":"Dealing with incompetence","year":2004,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality assurance; Ursus; Computer science; Medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004127034,0.0005832926,0.000654158,0.0009568225,0.01039961,0.002946821,0.001317989,0.01928291,0.01023519],"category_scores_gemma":[0.03343748,0.0002765397,0.0004805145,0.0007430037,0.005744129,0.004796753,0.004437814,0.0214879,0.004496729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002846952,"about_ca_system_score_gemma":0.00475661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003724808,"about_ca_topic_score_gemma":0.006606859,"domain_scores_codex":[0.995604,0.001739786,0.0002521121,0.0003397864,0.0009138079,0.00115057],"domain_scores_gemma":[0.9922489,0.003774855,0.0006392613,0.0003415554,0.001020794,0.001974739],"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":[0.00002406395,0.00004988301,0.0037296,0.00009903264,0.0000108351,0.03458215,0.00581773,0.00007332893,0.0003126185,0.01795617,0.891705,0.0456395],"study_design_scores_gemma":[0.00001819659,0.00007135812,0.002090947,0.00113209,0.00001291005,0.08167903,0.01156257,0.0002500689,0.0002350128,0.02946989,0.8734381,0.00003983764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003676547,0.00360529,0.0005087041,0.9425237,0.006888798,0.00001671758,0.00001466586,0.00004186557,0.04272369],"genre_scores_gemma":[0.0600671,0.003713202,0.0007019914,0.9021254,0.01065814,0.00003619076,0.00001852205,0.0000490173,0.02263035],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01928291,"threshold_uncertainty_score":0.03424013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457436227897856,"score_gpt":0.3266165578741989,"score_spread":0.3020421955952203,"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."}}