{"id":"W4252974426","doi":"10.1002/wmh3.272","title":"Issue Information","year":2019,"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":"Canadian Medical Association","funders":"","keywords":"Citation; Computer science; Library science; Information retrieval; World Wide Web","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":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003554667,0.0006313546,0.002363895,0.002149948,0.0002632049,0.00006015943,0.0004083345,0.001330779,0.03118991],"category_scores_gemma":[0.001852995,0.0005225385,0.0003023655,0.001789293,0.000139752,0.0002399841,0.0001491944,0.003451447,0.1626377],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002471759,"about_ca_system_score_gemma":0.1051465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0962453,"about_ca_topic_score_gemma":0.001673237,"domain_scores_codex":[0.9911717,0.0006532791,0.002801976,0.0005831645,0.00269295,0.002097],"domain_scores_gemma":[0.9911777,0.000320771,0.001032161,0.001208238,0.0004124993,0.005848569],"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":[0.0000405399,0.00006872743,0.00004125854,0.01463813,0.00004097442,0.000006588901,0.0006462002,4.482505e-7,5.240837e-8,0.002104377,0.8099592,0.1724535],"study_design_scores_gemma":[0.001642877,0.0005602344,0.000560063,0.004758746,0.00001087239,0.0001469039,0.00009283447,0.00006629452,4.029352e-7,0.00001448218,0.99182,0.000326319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00002128173,0.003918013,0.0001945013,0.521785,0.01122633,0.002585057,0.0002960457,0.0001288666,0.4598449],"genre_scores_gemma":[0.001668843,0.005688745,0.0001818258,0.3868523,0.0194327,0.0001422562,0.002941346,0.00009813085,0.5829939],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1818608,"threshold_uncertainty_score":0.9999657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958694025012997,"score_gpt":0.4422458115305258,"score_spread":0.4126588712803959,"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."}}