{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02493703,0.0006403847,0.0004194875,0.003837448,0.006550358,0.01342988,0.001224765,0.001756633,0.004413178],"category_scores_gemma":[0.0629704,0.0005030193,0.0005739538,0.004147104,0.009479484,0.0096143,0.007446916,0.003085223,0.0007461086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01115753,"about_ca_system_score_gemma":0.01122867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03847186,"about_ca_topic_score_gemma":0.04980168,"domain_scores_codex":[0.9795423,0.01509233,0.0007628663,0.0008695258,0.002979283,0.0007536975],"domain_scores_gemma":[0.8630106,0.1186387,0.006212914,0.003227204,0.007767624,0.001142875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002597984,0.00005157421,0.01296772,0.0008000707,0.00003926704,0.0009695981,0.9207911,0.0001630961,0.001442538,0.02508586,0.004557261,0.03287215],"study_design_scores_gemma":[0.00005792605,0.0001221468,0.01404038,0.002558502,0.000230514,0.0006224521,0.7890967,0.001297416,0.003648899,0.01711872,0.1710686,0.0001377821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8185079,0.005659578,0.02739106,0.04034017,0.0005737391,0.0005891426,0.001885409,0.000232372,0.1048206],"genre_scores_gemma":[0.9758597,0.003154623,0.0113921,0.002499572,0.0001434222,0.0001574089,0.0006250404,0.0001535491,0.006014574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03847186,"threshold_uncertainty_score":0.1318812,"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."}}