{"id":"W2005774269","doi":"10.1177/1075547004267026","title":"Print Media Coverage of Antibiotic Resistance","year":2004,"lang":"en","type":"article","venue":"Science Communication","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Newspaper; Antibiotics; Streptococcus pneumoniae; Resistance (ecology); Quarter (Canadian coin); Medical prescription; Microbiology; Medicine; Biology; Advertising; Business; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0006775053,0.00005839154,0.0001361483,0.00009512697,0.000106087,0.000015243,0.0005772812,0.00002039966,0.00001617469],"category_scores_gemma":[0.0007721282,0.00005330459,0.0000293423,0.0006630208,0.0008521607,0.00021884,0.0001830562,0.00009055081,0.0000357847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364924,"about_ca_system_score_gemma":0.0003876991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002856943,"about_ca_topic_score_gemma":0.00009737444,"domain_scores_codex":[0.9990502,0.00003306455,0.0001991025,0.0001722107,0.0004044733,0.0001409571],"domain_scores_gemma":[0.997995,0.00005494308,0.0001243821,0.001504087,0.0002272884,0.00009428289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005385363,0.001927154,0.2076587,0.0006314809,0.00005311712,0.0000261475,0.005814068,0.0005831771,0.5664321,0.1700607,0.0007261969,0.04554867],"study_design_scores_gemma":[0.0007664462,0.00003204124,0.9548365,0.0003514932,0.00001236481,0.000004462615,0.0001024824,0.00004264937,0.03905162,0.003441446,0.001272452,0.00008600352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745008,0.0007059454,0.0004733551,0.001494025,0.00006159033,0.000241063,0.00002345037,0.0000637175,0.02243606],"genre_scores_gemma":[0.9912981,0.000382015,0.008112003,0.0001104365,0.000007678533,0.000002022782,0.00003482158,0.000004990904,0.00004796034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7471778,"threshold_uncertainty_score":0.3139822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181651944834075,"score_gpt":0.2990411755113154,"score_spread":0.280875981027908,"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."}}