{"id":"W2789842345","doi":"10.1016/j.healthpol.2018.03.005","title":"Paying hospital specialists: Experiences and lessons from eight high-income countries","year":2018,"lang":"en","type":"article","venue":"Health Policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"Belgian Health Care Knowledge Centre","keywords":"Payment; Incentive; Business; Payment system; Scope (computer science); Negotiation; Work (physics); Quality (philosophy); Public economics; Actuarial science; Economic growth; Finance; Economics; 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":[0.005971699,0.000264774,0.0004630668,0.001110665,0.002541424,0.003270759,0.0006394092,0.001374001,0.001790161],"category_scores_gemma":[0.009227671,0.0002445653,0.0004556885,0.003353307,0.001964122,0.001966571,0.003689887,0.001184532,0.0001599141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005645976,"about_ca_system_score_gemma":0.004053343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01866649,"about_ca_topic_score_gemma":0.03128532,"domain_scores_codex":[0.9943643,0.003499721,0.0003440263,0.0001690458,0.0004470972,0.001175912],"domain_scores_gemma":[0.9946899,0.002932414,0.0006594294,0.0001453958,0.0005800068,0.0009928829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001068408,0.0006128074,0.2554809,0.003972176,0.0002535375,0.01788407,0.4530548,0.001619222,0.0008426817,0.04049294,0.03485721,0.1898613],"study_design_scores_gemma":[0.0001574729,0.0006458493,0.2093721,0.004692445,0.0001280911,0.00614279,0.5887953,0.0002852501,0.0006812401,0.002656373,0.186336,0.0001070966],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584785,0.01637215,0.0003090579,0.00889777,0.0001038596,0.00003499823,0.0002041143,0.000006136587,0.01559348],"genre_scores_gemma":[0.983594,0.01245091,0.000414258,0.001965105,0.00004713101,0.00002189353,0.0001429856,0.000009809834,0.001353879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01866649,"threshold_uncertainty_score":0.0409646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04887006268042357,"score_gpt":0.342380378930143,"score_spread":0.2935103162497195,"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."}}