{"id":"W4229669391","doi":"10.22215/etd/2003-05464","title":"Media malpractice in Canadian newspaper coverage of the arthritis drug Celebrex. Guidelines for journalists covering medical news","year":2003,"lang":"en","type":"dissertation","venue":"","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Newspaper; Media coverage; Malpractice; Journalism; News media; Medicine; Political science; Advertising; Business; Media studies; Sociology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007982321,0.0003755358,0.0003016499,0.005074526,0.0124496,0.00637133,0.002262803,0.008312865,0.009576073],"category_scores_gemma":[0.0727595,0.00053169,0.0004766569,0.005981048,0.003038072,0.001767255,0.001383281,0.003974576,0.001599128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03107033,"about_ca_system_score_gemma":0.1020916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9262068,"about_ca_topic_score_gemma":0.9686797,"domain_scores_codex":[0.9872317,0.001297459,0.001114815,0.0004027603,0.00792184,0.002031423],"domain_scores_gemma":[0.9050153,0.02791486,0.01017509,0.00105554,0.04941833,0.006420794],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008862539,0.00009380581,0.021994,0.0004086277,0.00002136558,0.001679933,0.00797638,0.000132911,0.0003338922,0.006181008,0.8667219,0.09436752],"study_design_scores_gemma":[0.00007961471,0.0001159046,0.25068,0.00377953,0.000172135,0.002634234,0.02531942,0.0006310316,0.001155398,0.002065487,0.7131671,0.0002000653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06288879,0.05272383,0.0006348281,0.6289782,0.004406656,0.0005040143,0.002667581,0.0002064071,0.2469897],"genre_scores_gemma":[0.5681789,0.1001754,0.003578271,0.1698509,0.006204453,0.0002833145,0.003256807,0.0001935595,0.1482784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9920177,"threshold_uncertainty_score":0.2254321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3671170392770718,"score_gpt":0.5638559867720642,"score_spread":0.1967389474949923,"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."}}