{"id":"W2307592860","doi":"10.1093/shm/hkw001","title":"Edward Shorter,<i>Partnership for Excellence: Medicine at the University of Toronto and Academic Hospitals</i>","year":2016,"lang":"en","type":"article","venue":"Social History of Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Excellence; General partnership; Institution; Academic medicine; Medicine; Sociology; Political science; Law; Medical education; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001393383,0.00012051,0.0005274802,0.00002786802,0.0004229291,5.641246e-8,0.0002249628,0.0002381528,0.002724353],"category_scores_gemma":[0.0002796373,0.00006869315,0.00005942049,0.00003231177,0.001972927,0.00007191792,0.00009142745,0.0002011274,0.000006305947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002396588,"about_ca_system_score_gemma":0.0007251394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553478,"about_ca_topic_score_gemma":0.001776985,"domain_scores_codex":[0.9985279,0.0002295754,0.0004467339,0.0001931511,0.000309143,0.00029347],"domain_scores_gemma":[0.9978212,0.001266697,0.0004159572,0.0001893369,0.0001834116,0.0001234402],"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":[0.0002876035,0.000005639964,0.006909597,0.0004384835,0.0000203832,7.065669e-7,0.03664526,1.696169e-9,0.002412408,0.001496372,0.9427725,0.009011054],"study_design_scores_gemma":[0.002873486,0.0002834324,0.02367489,0.0003258305,0.0001154192,4.015334e-7,0.008728017,3.217199e-7,0.000007065028,0.0006344491,0.9632772,0.00007946385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1126746,0.128863,0.0003899306,0.5048105,0.005752643,0.002582901,0.00007754155,0.0001199262,0.244729],"genre_scores_gemma":[0.7465304,0.01954786,0.0000547174,0.02213711,0.003994493,0.00003078725,0.00002643946,0.00004873024,0.2076294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6338558,"threshold_uncertainty_score":0.9981873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07918415127928412,"score_gpt":0.3957796721112857,"score_spread":0.3165955208320016,"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."}}