{"id":"W4401501971","doi":"10.1093/ej/ueae077","title":"Healthcare Appointments as Commitment Devices","year":2024,"lang":"en","type":"article","venue":"The Economic Journal","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Toronto; University of Minnesota","keywords":"Health care; Business; Control (management); Human immunodeficiency virus (HIV); On demand; Service (business); Developing country; Public economics; Economics; Marketing; Medicine; Economic growth; Family medicine; Management; Commerce","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001174114,0.0001414831,0.000224966,0.0001098503,0.0002727354,0.0003134754,0.0002969399,0.00005499968,0.003915077],"category_scores_gemma":[0.000006529121,0.0001214771,0.0001541317,0.00003259913,0.00005801719,0.0003791743,0.00006494125,0.0002803961,0.02395593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124672,"about_ca_system_score_gemma":0.00005960452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002299602,"about_ca_topic_score_gemma":0.00003430413,"domain_scores_codex":[0.9987912,0.00002952685,0.0006342984,0.0002574567,0.00002298556,0.0002645324],"domain_scores_gemma":[0.9993832,0.00005383199,0.0002233753,0.000229074,0.00000285182,0.0001077076],"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":[0.00002680094,0.0000587123,0.1052762,0.00005857549,0.0006125438,0.00002301579,0.002765569,0.002403479,0.000008313236,0.8376054,0.03250954,0.01865192],"study_design_scores_gemma":[0.0008081454,0.0002527467,0.06895576,0.00008183028,0.00003384059,0.0005854174,0.001271832,0.01165547,0.00006196609,0.4367244,0.4790554,0.000513197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284502,0.01464677,0.000483525,0.01635986,0.003427189,0.0002527459,0.00007345958,0.00004812725,0.03625814],"genre_scores_gemma":[0.994323,0.001301316,0.0001158251,0.001242695,0.0006049885,0.00001742416,0.000009987346,0.00002808212,0.002356674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465459,"threshold_uncertainty_score":0.9969955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005794362735853,"score_gpt":0.2623022623506862,"score_spread":0.1617228260771008,"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."}}