{"id":"W2465381438","doi":"10.36076/ppj.2007/10/607","title":"Physician Payment 2008 for Interventionalists:Current State of Health Care Policy","year":2007,"lang":"en","type":"article","venue":"Pain Physician","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stars Foundation; Georgetown University","keywords":"Medicine; Health care; Payment; Medical prescription; Solvency; Inflation (cosmology); Actuarial science; Family medicine; Finance; Business; Nursing; Economic growth; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002075506,0.0001637917,0.0004383173,0.0002929242,0.0001263162,0.00001808196,0.0001924002,0.00002161557,0.00000481223],"category_scores_gemma":[0.00006183567,0.0001967526,0.0002606959,0.0003010236,0.00004283356,0.0000865255,0.00005230384,0.00008854164,0.00004121592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004733891,"about_ca_system_score_gemma":0.00008510185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002598434,"about_ca_topic_score_gemma":0.0005459406,"domain_scores_codex":[0.9980678,0.00005633841,0.0009361363,0.0003280895,0.00006300332,0.0005486512],"domain_scores_gemma":[0.998794,0.00008195695,0.0006597356,0.0002865369,0.00006672373,0.0001111004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001487629,0.0002029502,0.0002341908,0.0007953042,0.00004451906,1.718343e-7,0.001609057,0.00002404988,0.000002488254,0.268938,0.004007504,0.7241269],"study_design_scores_gemma":[0.0007572916,0.0004178176,0.01742661,0.000216462,0.00000486476,4.948112e-8,0.0005231271,0.0002696489,0.0002667682,0.1719517,0.8078102,0.0003554175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02475064,0.03551836,0.8470855,0.04690114,0.002453101,0.005274501,0.005051668,0.0002329159,0.0327322],"genre_scores_gemma":[0.9891692,0.0001610001,0.0005432031,0.009143518,0.0005258594,0.00007869136,0.000169144,0.00003325388,0.0001761571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9644185,"threshold_uncertainty_score":0.802334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0510847124274276,"score_gpt":0.337632509904098,"score_spread":0.2865477974766705,"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."}}