{"id":"W7037149037","doi":"","title":"Digesting Ozempic: How information sources on the type 2 diabetes drug Ozempic can affect patient understanding and decision making","year":2023,"lang":"en","type":"other","venue":"Lu Zone Ul (Laurentian University)","topic":"Agricultural Systems and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Framing (construction); Rhetorical question; Social media; Affect (linguistics); Media coverage; Information source (mathematics); Type 2 diabetes; Type 2 Diabetes Mellitus; Content analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001452366,0.0002491378,0.000219913,0.00009071785,0.0005215461,0.0003227477,0.0002422496,0.0001711489,0.0002378359],"category_scores_gemma":[0.00007320027,0.00009185874,0.0000808545,0.0006273643,0.00005628226,0.0002897371,0.0001475591,0.0002286435,0.00003100623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042391,"about_ca_system_score_gemma":0.000006742138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006701306,"about_ca_topic_score_gemma":0.03219733,"domain_scores_codex":[0.9989176,0.0001322327,0.0001195968,0.0002626333,0.0002942606,0.000273645],"domain_scores_gemma":[0.9986995,0.0007182564,0.0004034761,0.000074359,0.00003142717,0.00007292077],"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":[0.0001990335,0.0001204555,0.05206484,0.000349859,0.000744633,0.00009453048,0.00707539,0.00006181401,0.0008008978,0.009145176,0.5125142,0.4168291],"study_design_scores_gemma":[0.0001882978,0.0003161618,0.008774834,0.001861123,0.0001341418,0.000003836595,0.04162579,0.00004653112,0.0000313952,0.0001354213,0.9462427,0.0006397511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952959,0.000432207,0.00002198463,0.00241721,0.0009158896,0.0007592053,0.000106301,0.0005352009,0.04185301],"genre_scores_gemma":[0.9789075,0.0002115692,0.00002181062,0.00007430532,0.0002209228,0.000001213575,0.00007507928,0.00001235813,0.02047527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4337285,"threshold_uncertainty_score":0.9854625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185090255860045,"score_gpt":0.1936526675503397,"score_spread":0.1718017649917393,"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."}}