{"id":"W2566262861","doi":"10.7748/ns.30.46.29.s29","title":"A century of stigma","year":2016,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Stigma (botany); Mental health; Social stigma; Psychology; Psychiatry; Medicine; Family medicine; Human immunodeficiency virus (HIV)","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":[0.0005431286,0.00008405475,0.0002533,0.00005741918,0.0002499367,0.000001343339,0.00008349527,0.0001761776,0.0003858418],"category_scores_gemma":[0.0001302267,0.00005074314,0.00004422565,0.00007182008,0.00008106721,0.00004696539,0.00001238201,0.0001740886,0.00006204629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002958664,"about_ca_system_score_gemma":0.0003724702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006265541,"about_ca_topic_score_gemma":0.000049515,"domain_scores_codex":[0.9985033,0.0002983082,0.0003977176,0.0001588451,0.0002692684,0.0003726111],"domain_scores_gemma":[0.9989931,0.000238105,0.0001612727,0.0002547775,0.0002321609,0.0001205902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002603278,0.00004548191,0.01057567,0.0005082623,0.00001980853,0.000003902433,0.01396856,6.138716e-8,0.002835436,0.03970357,0.03374862,0.8983303],"study_design_scores_gemma":[0.002224733,0.0004290259,0.02207527,0.01419955,0.00001686554,0.000002787235,0.01633675,9.239072e-7,0.000633511,0.004776222,0.9390819,0.0002224815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.775131,0.005573024,0.009234291,0.04441172,0.007203992,0.001326743,0.0005542968,0.0003349308,0.1562299],"genre_scores_gemma":[0.9977874,0.0002988542,0.000364735,0.00009781808,0.0003813383,0.00001531476,9.872449e-7,0.0000189847,0.001034543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9053333,"threshold_uncertainty_score":0.4224697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08014479588619333,"score_gpt":0.4683978881901931,"score_spread":0.3882530923039998,"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."}}