{"id":"W1967887677","doi":"10.1377/hlthaff.2010.0893","title":"US Physician Practices Versus Canadians: Spending Nearly Four Times As Much Money Interacting With Payers","year":2011,"lang":"en","type":"article","venue":"Health Affairs","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Lévis","funders":"","keywords":"Family medicine; Agency (philosophy); Medical prescription; Medicine; Health care; Health insurance; Business; Nursing; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008793335,0.0001363998,0.0001842835,0.001147556,0.00199626,0.001561969,0.0003221351,0.000437608,0.00436803],"category_scores_gemma":[0.005226627,0.0001111675,0.0003115845,0.003278293,0.0008025229,0.0006368704,0.0006508801,0.0004219675,0.0001434096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01333388,"about_ca_system_score_gemma":0.01475599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9645883,"about_ca_topic_score_gemma":0.9812065,"domain_scores_codex":[0.9988137,0.000182574,0.00003594162,0.00009030174,0.0004928904,0.0003845571],"domain_scores_gemma":[0.9967933,0.000468462,0.0007817955,0.00007753725,0.0008464887,0.001032337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001837722,0.000061495,0.9201698,0.00004861121,0.00009280555,0.0001545327,0.004342536,0.0005060484,0.0002127407,0.004763945,0.01067394,0.05878975],"study_design_scores_gemma":[0.00001072898,0.00002623303,0.9790552,0.00006160429,0.00005385673,0.00007432264,0.01017431,0.0004991971,0.00007461026,0.0003147314,0.009641383,0.00001377781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359398,0.001822687,0.0002668393,0.01203413,0.00003956153,0.00002088073,0.00177594,0.00001360029,0.04808655],"genre_scores_gemma":[0.9959926,0.0008353164,0.0001744737,0.000557948,0.00002060653,0.000004901983,0.0004189887,0.00000395378,0.001991213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03541166,"threshold_uncertainty_score":0.0967446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396115388664388,"score_gpt":0.3150695993219297,"score_spread":0.175458060455491,"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."}}