{"id":"W4226068471","doi":"10.1002/wmh3.457","title":"Issue Information","year":2022,"lang":"en","type":"paratext","venue":"World Medical & Health Policy","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004533674,0.0005859855,0.002066936,0.002411502,0.0006416473,0.00005105978,0.000466596,0.0007851,0.172357],"category_scores_gemma":[0.001968842,0.0005206534,0.0003043012,0.002477843,0.000145057,0.0001979387,0.0002699008,0.004525105,0.04157813],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003965606,"about_ca_system_score_gemma":0.1057362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1294706,"about_ca_topic_score_gemma":0.001808611,"domain_scores_codex":[0.9901324,0.001036113,0.002828482,0.0005802949,0.003379193,0.002043523],"domain_scores_gemma":[0.9911919,0.0003138822,0.001026278,0.001075953,0.0002642187,0.00612778],"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":[0.00004356691,0.00009157191,0.00002028036,0.00806881,0.00003901067,0.0000169366,0.000874407,5.224237e-7,2.71076e-8,0.002313591,0.7812169,0.2073144],"study_design_scores_gemma":[0.001396775,0.0006595364,0.0003281662,0.001539321,0.00001247557,0.0002505678,0.0001930894,0.00003930856,1.781236e-7,0.00001952665,0.9952476,0.0003134811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00001573828,0.004548774,0.00007543912,0.5408747,0.008386062,0.002063407,0.0004823615,0.0001503219,0.4434032],"genre_scores_gemma":[0.0007220276,0.00711528,0.0001667401,0.4419328,0.01774403,0.0004572414,0.005171256,0.0001060013,0.5265847],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2140307,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162924462894221,"score_gpt":0.4439792301505504,"score_spread":0.4123499855216082,"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."}}