{"id":"W4232170711","doi":"10.1503/cmaj.110-2040","title":"Measuring performance","year":2010,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Computer science; Quality (philosophy); Data science","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":[0.01573402,0.0007140573,0.0008762627,0.001313177,0.003493074,0.003762018,0.002029602,0.01334436,0.01266441],"category_scores_gemma":[0.08815742,0.0003523348,0.0006417215,0.001419784,0.005387753,0.005383712,0.002747323,0.02130887,0.009919026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007994096,"about_ca_system_score_gemma":0.01355955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02219331,"about_ca_topic_score_gemma":0.03830523,"domain_scores_codex":[0.9696158,0.009905348,0.002404723,0.002315288,0.01358967,0.002169217],"domain_scores_gemma":[0.9369799,0.02476952,0.003401084,0.003537776,0.02160344,0.009708253],"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":[0.00001107965,0.00001902428,0.000990408,0.00005641893,0.000003825231,0.00004941861,0.0001846287,0.00001388407,0.00005126475,0.005753305,0.9687884,0.02407823],"study_design_scores_gemma":[0.00001541404,0.00007694526,0.003945142,0.0006067933,0.00000786562,0.0004624264,0.0006595291,0.0001218535,0.0001811223,0.01340337,0.9804794,0.00004015039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001954077,0.002419334,0.0002766895,0.9809877,0.00654258,0.00001058379,0.00007280423,0.00002461863,0.009470212],"genre_scores_gemma":[0.009773577,0.00364182,0.001238613,0.9581378,0.01219388,0.00008286598,0.0001576791,0.00004239963,0.01473142],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02219331,"threshold_uncertainty_score":0.08321041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04388933544250638,"score_gpt":0.3390962539404925,"score_spread":0.2952069184979861,"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."}}