{"id":"W4401392910","doi":"10.1080/01612840.2024.2367147","title":"Conceptualizing and Developing a Dynamic Stigma Theory","year":2024,"lang":"en","type":"review","venue":"Issues in Mental Health Nursing","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Conceptualization; Stigma (botany); Psychology; Mental illness; Perception; Injustice; Mental health; Coping (psychology); Social psychology; Clinical psychology; Psychotherapist; Psychiatry; Computer science","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":[0.003896913,0.000565983,0.0007484055,0.004940031,0.001819144,0.004902841,0.001695189,0.002391451,0.00149234],"category_scores_gemma":[0.003155119,0.0003648947,0.0009093445,0.003555425,0.0103937,0.008075646,0.003967119,0.003615933,0.0002968637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005438354,"about_ca_system_score_gemma":0.008697383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005083378,"about_ca_topic_score_gemma":0.004234019,"domain_scores_codex":[0.9982778,0.001054883,0.000102064,0.0001179167,0.000333487,0.0001138981],"domain_scores_gemma":[0.9979383,0.001578081,0.0001294428,0.00005960626,0.0001964644,0.00009807198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001042358,0.00006152341,0.0008000455,0.003243735,0.00005156106,0.0004853783,0.03499102,0.001205578,0.0002674632,0.8468229,0.004422939,0.1076374],"study_design_scores_gemma":[0.00001933378,0.00004182596,0.001934805,0.01462535,0.00007589364,0.001403636,0.03761656,0.001639072,0.00026952,0.7344328,0.2078988,0.00004240885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04129363,0.6040567,0.100279,0.09040693,0.002279102,0.0008096444,0.0001548369,0.00007138633,0.1606487],"genre_scores_gemma":[0.4334238,0.492081,0.05655623,0.008262,0.0004744029,0.00120784,0.0001913616,0.00003966009,0.007763766],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005438354,"threshold_uncertainty_score":0.03945822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009556025620138,"score_gpt":0.5464783542450872,"score_spread":0.4455227516830734,"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."}}