{"id":"W2973439025","doi":"10.1002/hec.3951","title":"Production of physician services under fee‐for‐service and blended fee‐for‐service: Evidence from Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Health Economics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of Ottawa; Centre for Family Medicine; Institute for Clinical Evaluative Sciences; Western University","funders":"Canadian Institutes of Health Research","keywords":"Fee-for-service; Incentive; Service (business); Matching (statistics); Production (economics); Propensity score matching; Business; Actuarial science; Medicine; Health care; Marketing; Economics; Microeconomics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006486425,0.0002312597,0.0007078025,0.0001197083,0.000167959,0.00004640409,0.0002747673,0.0001058407,0.00004518004],"category_scores_gemma":[0.00001625268,0.0002996992,0.00006157051,0.0001361001,0.00001568523,0.0003931528,0.00008446589,0.000135651,0.0000374626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143436,"about_ca_system_score_gemma":0.00123069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871836,"about_ca_topic_score_gemma":0.9946808,"domain_scores_codex":[0.9976851,0.00001962624,0.001010621,0.0007264644,0.00003362708,0.0005245428],"domain_scores_gemma":[0.9980588,0.0001598434,0.0009176282,0.0005670896,0.0001018059,0.0001948302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009851459,0.0004458061,0.1357483,0.02813261,0.0008811227,5.917751e-7,0.0193663,0.01518016,0.00007640676,0.7713284,0.008849036,0.0190061],"study_design_scores_gemma":[0.002369795,0.0004236423,0.2873971,0.000627909,0.00003909434,0.000001677825,0.002448785,0.01217856,0.0001940775,0.07833172,0.6149482,0.001039509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327257,0.00148421,0.000104416,0.06077357,0.001702279,0.00174724,0.0005964055,0.00002242371,0.0008437219],"genre_scores_gemma":[0.963118,0.001193269,0.001487784,0.03289662,0.0003389438,0.0001565403,0.0001749045,0.00005105299,0.0005829367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6929967,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06325718344510493,"score_gpt":0.268062835238932,"score_spread":0.204805651793827,"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."}}