{"id":"W4392663936","doi":"10.7326/m24-0198","title":"Creating Incentives to Move Specialists Into the Medical Neighborhood","year":2024,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Incentive; Family medicine; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006438917,0.0003081905,0.0005196671,0.000602944,0.01253913,0.01009104,0.001896705,0.06325278,0.02573235],"category_scores_gemma":[0.02708364,0.0008062629,0.0006965579,0.0004342928,0.004629762,0.005063038,0.006482278,0.0241634,0.00419044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005203103,"about_ca_system_score_gemma":0.01839034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442368,"about_ca_topic_score_gemma":0.06557136,"domain_scores_codex":[0.9923815,0.002857409,0.0002238307,0.000550517,0.001194786,0.002791846],"domain_scores_gemma":[0.9697993,0.01069882,0.001009827,0.0006384516,0.001881626,0.01597192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001426923,0.0002830218,0.005814626,0.00004517729,0.00002547864,0.001926651,0.001341378,0.0003427835,0.001098154,0.06378052,0.9085268,0.01667266],"study_design_scores_gemma":[0.0004922544,0.0002811187,0.008002192,0.0002639921,0.00004755978,0.001116946,0.009322072,0.002353731,0.0009175433,0.04108826,0.9359876,0.000126861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008229014,0.000179318,0.0006420694,0.9512437,0.002791359,0.00004833972,0.00002698508,0.00004095147,0.03679828],"genre_scores_gemma":[0.09284674,0.0002895422,0.001445043,0.8464248,0.005530566,0.0001657788,0.00002452908,0.00005192469,0.05322101],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06325278,"threshold_uncertainty_score":0.08608323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399635375067091,"score_gpt":0.3416607322003516,"score_spread":0.3016971946936425,"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."}}