{"id":"W1966598618","doi":"10.2345/i0899-8205-40-6-418.1","title":"Who Drank My Wine?","year":2006,"lang":"en","type":"letter","venue":"Biomedical Instrumentation & Technology","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Surprise; Benchmark (surveying); Action (physics); Work (physics); Marketing; Psychology; Business; Medical education; Public relations; Medicine; Engineering; Political science; Social psychology","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":[0.003515902,0.001020269,0.001124851,0.001195222,0.005984221,0.01126281,0.001326109,0.005287615,0.03866617],"category_scores_gemma":[0.02379528,0.0004423074,0.0007386042,0.0009690869,0.002996026,0.01011708,0.003013158,0.01493725,0.02566213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002352919,"about_ca_system_score_gemma":0.00260955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003622494,"about_ca_topic_score_gemma":0.007549492,"domain_scores_codex":[0.9959471,0.001222459,0.0001800275,0.0006980884,0.00138648,0.0005659229],"domain_scores_gemma":[0.9890389,0.00126703,0.0007072478,0.0002561413,0.004255744,0.004474919],"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":[0.00001482595,0.00001451084,0.0002881002,0.00006407795,0.000007345056,0.0001344224,0.00061773,0.000004677653,0.00005341097,0.00100343,0.9874383,0.01035908],"study_design_scores_gemma":[0.000006439586,0.00002608468,0.0005384202,0.0003383842,0.00000898376,0.0006637215,0.005108443,0.00002664739,0.00008318623,0.001503385,0.9916623,0.00003395714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001273146,0.01912637,0.0005069397,0.7402077,0.2182975,0.00002597048,0.0001772471,0.0001943198,0.02019076],"genre_scores_gemma":[0.01629597,0.01986322,0.001000812,0.696203,0.08663726,0.0000694574,0.0002776911,0.0004607981,0.1791919],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03866617,"threshold_uncertainty_score":0.1293512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06638535220328932,"score_gpt":0.4265137746761418,"score_spread":0.3601284224728524,"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."}}