{"id":"W2143982736","doi":"10.1503/cmaj.110-2036","title":"The pursuit of excellence","year":2010,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Excellence; Health care; Computer science; Public relations; Medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01587109,0.001357994,0.002308564,0.0008519689,0.009863258,0.01096398,0.002744182,0.05895024,0.008173946],"category_scores_gemma":[0.06616494,0.0008777798,0.001174025,0.0007724142,0.01861732,0.01539936,0.007882138,0.1004768,0.008527284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01333114,"about_ca_system_score_gemma":0.01975592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007513361,"about_ca_topic_score_gemma":0.01774082,"domain_scores_codex":[0.9670374,0.01286097,0.001591169,0.003071931,0.0126672,0.002771306],"domain_scores_gemma":[0.9664643,0.01558442,0.001732275,0.001464324,0.004820822,0.009933778],"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":[0.00002779427,0.00002089322,0.00009891972,0.00005253802,0.000009352148,0.0002760885,0.0002613936,0.0000198695,0.00009540536,0.01074648,0.9840685,0.004322806],"study_design_scores_gemma":[0.00009774934,0.00007358339,0.0003652116,0.000591886,0.000009895285,0.001283139,0.001161767,0.000186698,0.0001512081,0.02815766,0.967865,0.00005616924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009478888,0.001961932,0.0000515341,0.9871218,0.008379054,0.000005149423,0.000006526681,0.000008515393,0.002370788],"genre_scores_gemma":[0.003082696,0.001246938,0.0001313721,0.9824787,0.009582411,0.00001806799,0.000005861331,0.00001391302,0.003439942],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05895024,"threshold_uncertainty_score":0.09672469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04013461751828943,"score_gpt":0.3487080430238109,"score_spread":0.3085734255055214,"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."}}