{"id":"W2166870479","doi":"10.1371/journal.pone.0003552","title":"Medicine in the Popular Press: The Influence of the Media on Perceptions of Disease","year":2008,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Disease; Perception; Pandemic; Public health; Medicine; Mass media; Presentation (obstetrics); Coronavirus disease 2019 (COVID-19); Psychology; Family medicine; Infectious disease (medical specialty); Pathology; Advertising; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000196599,0.00005954611,0.0001369775,0.0000330352,0.00006153215,0.000001097113,0.0001806594,0.00002868389,0.00005244722],"category_scores_gemma":[0.0005248029,0.00002480996,0.00003686178,0.0001829545,0.0002926706,0.00002582348,0.00001727233,0.0001721276,9.904461e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001671228,"about_ca_system_score_gemma":0.00003155201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002116782,"about_ca_topic_score_gemma":0.00001392219,"domain_scores_codex":[0.9989107,0.00008961862,0.0001883388,0.00008136372,0.0006552258,0.00007480179],"domain_scores_gemma":[0.9992369,0.0001244668,0.00007604688,0.0004582596,0.0000754981,0.00002876058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008347024,0.001083603,0.9770909,0.00006193756,0.00002213849,0.000004255275,0.009167179,0.00004208522,0.01187722,0.0002678126,0.0002354788,0.00006394073],"study_design_scores_gemma":[0.00041351,0.00008827259,0.9968447,0.0004818167,0.0002725024,0.000001860592,0.0005281442,0.00001225806,0.001233845,0.00008499728,0.00001332387,0.00002477158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952593,0.00007094305,6.912441e-7,0.004035724,0.0000187224,0.000339255,0.000008970947,0.000007097816,0.0002592508],"genre_scores_gemma":[0.9992363,0.0001478308,0.000005431653,0.000427602,0.00006932308,0.00003408498,0.000008697089,0.000005709661,0.00006494568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01975382,"threshold_uncertainty_score":0.1078357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07654614419953655,"score_gpt":0.2866753490089964,"score_spread":0.2101292048094598,"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."}}