{"id":"W3019660289","doi":"10.1016/j.socscimed.2020.113004","title":"Inequity in physician visits: the case of the unregulated fee market in Australia","year":2020,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Equity (law); Socioeconomic status; Health equity; Inequality; Actuarial science; Health care; Business; Public economics; Medicine; Economics; Economic growth; Political science; Population; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001759871,0.00006575846,0.0002155808,0.00008494567,0.0001397838,0.000009761784,0.000387657,0.00003355998,0.00009363046],"category_scores_gemma":[0.0003741437,0.00004421163,0.0000287613,0.001970211,0.0005062152,0.00009759865,0.00009744022,0.000160561,0.000007245926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221281,"about_ca_system_score_gemma":0.00004332332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02281562,"about_ca_topic_score_gemma":0.002976357,"domain_scores_codex":[0.9990382,0.00004218477,0.000382071,0.0002049027,0.00006639178,0.0002662428],"domain_scores_gemma":[0.9995853,0.00003192673,0.000169705,0.0001395776,0.00001796084,0.00005557382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002770385,0.00008206056,0.05377961,0.0001018783,0.00001065183,0.00006424697,0.08262671,0.00003527034,0.000201713,0.8405014,0.006690126,0.01587865],"study_design_scores_gemma":[0.001223887,0.0001162002,0.9147637,0.00008504686,0.000006759408,0.00000325685,0.004414924,0.002277308,0.00007980906,0.05344619,0.02338087,0.0002020675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673165,0.00008393273,0.00001554676,0.1108638,0.000210692,0.0002762171,0.00001472903,0.000005900303,0.02121258],"genre_scores_gemma":[0.9954131,0.000009712887,0.000001949338,0.004289317,0.0001753038,0.000005930583,3.637203e-7,0.000002966477,0.0001013098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8609841,"threshold_uncertainty_score":0.9836915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09523742521415127,"score_gpt":0.3447210192557439,"score_spread":0.2494835940415927,"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."}}