{"id":"W2953866421","doi":"10.33832/ijast.2019.125.04","title":"Evaluating Anti-Hypertension Medications Usage on Patient Care Online Blogs","year":2019,"lang":"en","type":"article","venue":"International Journal of Advanced Science and Technology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Computer science; Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008353856,0.00006226201,0.0001347848,0.0006802071,0.0002968796,0.00003213343,0.0005525657,0.0000837489,0.00003306412],"category_scores_gemma":[0.007097277,0.00005482326,0.0000211397,0.0007708661,0.0007170715,0.0003703347,0.00006240847,0.0002493458,0.00001023341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003991131,"about_ca_system_score_gemma":0.001178208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005544789,"about_ca_topic_score_gemma":0.00004475472,"domain_scores_codex":[0.9979691,0.00004741181,0.0003098509,0.0001789257,0.00129302,0.0002016977],"domain_scores_gemma":[0.9959719,0.0004444205,0.0003856754,0.0001120526,0.002984491,0.0001015053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002127371,0.0001270868,0.0176744,0.000004795932,0.00001259487,0.000009111106,0.009194811,0.0001155577,0.02367019,0.01189346,0.00002656733,0.9372501],"study_design_scores_gemma":[0.006755752,0.009660339,0.2113354,0.002325241,0.0001326641,0.000434078,0.4632923,0.001393063,0.0320837,0.04235589,0.2289478,0.001283759],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739731,0.0003171092,0.0000124422,0.01934358,0.005594001,0.0002684234,0.000002946631,0.00002238326,0.0004660438],"genre_scores_gemma":[0.9949148,0.0004251686,0.003999202,0.0004037234,0.0002327347,0.00001129144,0.000001381141,0.00000411918,0.000007526231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9359664,"threshold_uncertainty_score":0.8496616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06289916504139008,"score_gpt":0.4565776258229779,"score_spread":0.3936784607815878,"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."}}