{"id":"W2056031715","doi":"10.3163/1536-5050.100.1.007","title":"Investigating biomedical research literature in the blogosphere: a case study of diabetes and glycated hemoglobin (HbA1c)","year":2012,"lang":"en","type":"article","venue":"Journal of the Medical Library Association JMLA","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Blogosphere; Popularity; Social media; The Internet; World Wide Web; Psychology; Internet privacy; Computer science; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01106554,0.0003559405,0.000570914,0.006736255,0.006915676,0.005095385,0.001000547,0.00216237,0.002633863],"category_scores_gemma":[0.04749071,0.000392585,0.0005662785,0.01254849,0.00256753,0.005220319,0.004293059,0.001625508,0.0003009441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002741279,"about_ca_system_score_gemma":0.00376033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009134899,"about_ca_topic_score_gemma":0.02710638,"domain_scores_codex":[0.9923452,0.005008243,0.0005244405,0.0003643254,0.001182912,0.0005748806],"domain_scores_gemma":[0.8673408,0.1138234,0.01097771,0.002047124,0.003154361,0.002656596],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004268512,0.00146609,0.2784242,0.002715016,0.0001626343,0.03314036,0.5837055,0.000260339,0.002360942,0.003986205,0.007889664,0.08546213],"study_design_scores_gemma":[0.00006939525,0.0002374967,0.1287443,0.001400528,0.0001701375,0.01141156,0.8050444,0.0008460418,0.0009710248,0.00175642,0.04928315,0.00006550496],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848108,0.002730112,0.0006553984,0.00404296,0.00008638271,0.0001010011,0.0002269539,0.0000153956,0.007330978],"genre_scores_gemma":[0.9878898,0.004689679,0.003127163,0.001376393,0.0001862393,0.000139569,0.0002473787,0.00003249538,0.002311242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9949046,"threshold_uncertainty_score":0.05852085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08436449169571536,"score_gpt":0.4109009513967907,"score_spread":0.3265364597010753,"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."}}