{"id":"W4379208551","doi":"10.1002/hec.4543","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Health Economics","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"European Organisation for Research and Treatment of Cancer","keywords":"Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001035742,0.0003804895,0.001262043,0.0007262336,0.0003306924,0.0003066902,0.0004936305,0.0003365655,0.05540963],"category_scores_gemma":[0.00005892041,0.0005150336,0.000249209,0.0002004704,0.0001007794,0.0007030303,0.0002566191,0.0003405194,0.9529592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008189361,"about_ca_system_score_gemma":0.0002530963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145155,"about_ca_topic_score_gemma":0.00006121036,"domain_scores_codex":[0.9966488,0.00001300105,0.00186691,0.0006767005,0.00002261329,0.0007719593],"domain_scores_gemma":[0.9972517,0.00005869099,0.001753841,0.0006654895,0.00003263733,0.000237623],"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":[0.00000528521,0.00001235983,0.00001719285,0.0002489221,0.00008664176,1.638575e-7,0.0006862726,0.0003538551,1.601699e-9,0.01762063,0.9790043,0.00196436],"study_design_scores_gemma":[0.0003409019,0.00003589477,0.0000616413,0.00003678282,0.000002929818,0.00000115093,0.0003766311,0.0007180563,3.068761e-7,0.001248902,0.996727,0.0004498185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000673968,0.003551197,0.00009876429,0.002766597,0.06452606,0.0005268388,0.01191705,0.0001020638,0.9164441],"genre_scores_gemma":[0.0000504892,0.02676256,0.0001775943,0.004280151,0.001024705,0.0000900946,0.001463317,0.00007000044,0.9660811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8975496,"threshold_uncertainty_score":0.9997301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06824754396456588,"score_gpt":0.2621698998014808,"score_spread":0.1939223558369149,"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."}}