{"id":"W4319601456","doi":"10.54097/ehss.v8i.4550","title":"Cognitive Limits, Herding Effects, and Group Segregation: Stigma Generation and Destigmatization Pathways of Hepatitis B Patients in China","year":2023,"lang":"en","type":"article","venue":"Journal of Education Humanities and Social Sciences","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Hepatitis B; Publicity; Hepatitis; Stigma (botany); Public health; Medicine; China; Hepatitis B virus; Virology; Immunology; Political science; Psychiatry; Virus; Law; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001972979,0.0003539892,0.0003619151,0.002027079,0.004963053,0.002518934,0.0009857157,0.0008551095,0.004254385],"category_scores_gemma":[0.00939626,0.0002612855,0.0004674321,0.001294922,0.004171952,0.00295148,0.004405871,0.001271316,0.0001422376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004512169,"about_ca_system_score_gemma":0.005279811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08547184,"about_ca_topic_score_gemma":0.05708903,"domain_scores_codex":[0.9985442,0.0005201866,0.00005198338,0.0001314517,0.0001918841,0.0005602871],"domain_scores_gemma":[0.9964777,0.00092335,0.001125908,0.0002465915,0.0002965432,0.0009299798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002066988,0.0005958162,0.7956997,0.00003036562,0.0000712845,0.0006384343,0.1798136,0.0001594224,0.0002975926,0.006056857,0.0004581136,0.01597207],"study_design_scores_gemma":[0.00003966991,0.0001141741,0.8651843,0.00005674725,0.00004793683,0.0002581756,0.1257826,0.001332373,0.0001129469,0.005795334,0.001246103,0.00002961442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979407,0.00008041928,0.00004057905,0.0005761352,0.000002585012,0.000009935546,0.000007751919,9.515496e-7,0.00134097],"genre_scores_gemma":[0.9997229,0.00003417073,0.00002186484,0.00005032371,0.000001801132,0.000003688732,0.000007857489,5.266767e-7,0.0001569072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08547184,"threshold_uncertainty_score":0.1699487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06312715937500656,"score_gpt":0.3150879827691733,"score_spread":0.2519608233941667,"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."}}