{"id":"W4386818446","doi":"10.1001/jamainternmed.2023.4753","title":"Comparison of Hospital Online Price and Telephone Price for Shoppable Services","year":2023,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Childbirth; Cash; Telephone call; Phone; Telephone line; Phone call; Medical emergency; Finance; Business; Telecommunications; Telephone network; Pregnancy","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":[0.0005511648,0.0001069794,0.0004519623,0.0002561937,0.00003946386,0.00001418018,0.0001926013,0.00006244578,0.00008456108],"category_scores_gemma":[0.0002650346,0.0001010338,0.00003794349,0.0002562335,0.00005299139,0.0001130935,0.0001012732,0.0001134459,0.00004502159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003768201,"about_ca_system_score_gemma":0.00000718233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00403969,"about_ca_topic_score_gemma":0.0001453541,"domain_scores_codex":[0.998796,0.000007116275,0.0006451014,0.0002431189,0.00005232345,0.0002563465],"domain_scores_gemma":[0.999159,0.0001713327,0.000345498,0.0001658147,0.0000545053,0.0001038897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005125582,0.001266047,0.4536181,0.009067291,0.0007281837,0.00002927148,0.02909875,0.0001428256,0.0003072275,0.3136253,0.1406236,0.05098087],"study_design_scores_gemma":[0.002602862,0.001996137,0.1694129,0.0005608305,0.00001825937,0.000002387777,0.003001501,0.0215176,0.0002026845,0.01047188,0.7899544,0.0002585906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927995,0.00219846,0.003614693,0.05349375,0.001223544,0.0005568209,0.0002323213,0.00006818976,0.01061722],"genre_scores_gemma":[0.9947794,0.0005349258,0.000599369,0.00126304,0.0005312629,0.0000295842,0.00004687283,0.000016469,0.00219908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6493308,"threshold_uncertainty_score":0.610683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06071206261241535,"score_gpt":0.3421285309151829,"score_spread":0.2814164683027676,"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."}}