{"id":"W2441564057","doi":"10.3390/informatics3020008","title":"Choosing a Model for eConsult Specialist Remuneration: Factors to Consider","year":2016,"lang":"en","type":"article","venue":"Informatics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Champlain Regional College; Bruyère; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Remuneration; Liberian dollar; Incentive; Service (business); Business; Specialty; Finance; Actuarial science; Medicine; Family medicine; Economics; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001975931,0.0001078892,0.0001640544,0.0001752901,0.0001606111,0.0001459065,0.0001160849,0.000093407,0.00003395501],"category_scores_gemma":[0.0003804339,0.00007229411,0.00004087622,0.0001322581,0.0000243768,0.0008500266,0.00006046764,0.00004253196,0.0002202084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004907883,"about_ca_system_score_gemma":0.00004387981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001211796,"about_ca_topic_score_gemma":0.0003901216,"domain_scores_codex":[0.9991169,0.000001687185,0.0004679078,0.0000724581,0.0001043224,0.0002367511],"domain_scores_gemma":[0.9993352,0.00005096637,0.0001790908,0.0001997696,0.0002178049,0.00001711317],"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":[0.00003649687,0.00004000734,0.008640924,0.0009308309,0.00004906608,0.000001696992,0.0022777,0.0005281866,0.000391427,0.7190897,0.1292765,0.1387374],"study_design_scores_gemma":[0.000812044,0.00001434201,0.0004425308,0.0001623939,0.0000154351,0.000003102265,0.0008218774,0.09531023,0.0001661872,0.01076295,0.891153,0.0003358432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5953743,0.00001210947,0.363639,0.01362171,0.001186883,0.001337744,0.0000466071,0.0004512931,0.02433032],"genre_scores_gemma":[0.9912425,0.000001354785,0.00417155,0.003421218,0.0005600004,0.00003415777,0.0000103852,0.0000147943,0.0005439935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7618765,"threshold_uncertainty_score":0.2948068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06978899418100241,"score_gpt":0.2929777494920827,"score_spread":0.2231887553110802,"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."}}