{"id":"W1945381057","doi":"10.1177/229255030301100203","title":"Part IV: Reformers in medical education and practice: Effect of managed care organization in the United States","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Managed care; Family medicine; Medical education; Health care; Law; Political 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":[0.005094718,0.000155123,0.0001883833,0.0013138,0.001683277,0.003071727,0.0007235383,0.001647727,0.006609385],"category_scores_gemma":[0.01407362,0.0001767536,0.0004000758,0.001370731,0.001844038,0.001537328,0.002068398,0.001571238,0.0001819156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009692434,"about_ca_system_score_gemma":0.01124312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04923991,"about_ca_topic_score_gemma":0.04848245,"domain_scores_codex":[0.996263,0.001402877,0.0001405449,0.0001891166,0.001092209,0.0009124296],"domain_scores_gemma":[0.9839817,0.004925299,0.005936644,0.0004192485,0.001359367,0.003377769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001671598,0.003697423,0.6764154,0.0005396704,0.0001633151,0.000512202,0.01237972,0.001448498,0.001261305,0.05310825,0.09038938,0.1584131],"study_design_scores_gemma":[0.0003091891,0.0005959402,0.9408916,0.000458642,0.00007023643,0.0001363786,0.006568458,0.0007908006,0.0006229398,0.002503698,0.04702704,0.00002502595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859553,0.006380024,0.0001701638,0.08691976,0.0003729922,0.0002127354,0.0004255502,0.00002407735,0.01953932],"genre_scores_gemma":[0.986374,0.001963553,0.0002597545,0.006997778,0.0005037927,0.0001178854,0.0002132513,0.000004851126,0.003565208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04923991,"threshold_uncertainty_score":0.09790659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188402888204302,"score_gpt":0.258119982498813,"score_spread":0.23623595361677,"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."}}