{"id":"W2418693714","doi":"10.1093/pubmed/fdi062","title":"Communicable Disease and Health Protection Quarterly Review: April to June 2005","year":2005,"lang":"en","type":"article","venue":"Journal of Public Health","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Communicable disease; Environmental health; Public health; Epidemiology; Medicine; Political science; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01441335,0.0002216661,0.0008887112,0.0004469035,0.001366921,0.00002955562,0.0003488878,0.000104972,0.0002720381],"category_scores_gemma":[0.0009131188,0.0001738286,0.0001131133,0.0006453387,0.00004660476,0.0005427655,0.00007099023,0.001271244,0.0001457006],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245301,"about_ca_system_score_gemma":0.01811979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003788206,"about_ca_topic_score_gemma":0.0004707247,"domain_scores_codex":[0.9920114,0.003243655,0.002416624,0.0002472715,0.0006570229,0.001423971],"domain_scores_gemma":[0.9902542,0.0001928698,0.001796689,0.0005070484,0.0006175071,0.006631747],"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":[0.00006863043,0.0003567388,0.004053388,0.005568562,0.00002143272,0.000004749531,0.001045085,0.000003719122,0.000001515095,0.0001165793,0.7176701,0.2710895],"study_design_scores_gemma":[0.00104066,0.0007945169,0.02908356,0.001770167,0.00001450511,0.00001396035,0.0006968252,0.00003487356,3.823703e-8,0.0000423811,0.9663724,0.000136143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01750825,0.1609182,0.002050141,0.815779,0.0006800555,0.002700552,0.00005885605,0.00007285448,0.0002320636],"genre_scores_gemma":[0.1161261,0.1820095,0.004638056,0.6848531,0.008456035,0.0003691174,0.0000319879,0.00011723,0.003398811],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2709534,"threshold_uncertainty_score":0.9999332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1507788113091546,"score_gpt":0.4560591349559869,"score_spread":0.3052803236468323,"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."}}