{"id":"W2972984774","doi":"10.1007/s10899-019-09890-9","title":"What Can be Done to Reduce the Public Stigma of Gambling Disorder? Lessons from Other Stigmatised Conditions","year":2019,"lang":"en","type":"review","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Alberta Gambling Research Institute, University of Calgary; Australian Communications and Media Authority; Central Queensland University","keywords":"Shame; Psychology; Stigma (botany); Social psychology; Feeling; Stereotype (UML); Judgement; Context (archaeology); Social stigma; Psychiatry; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001026543,0.0007607838,0.00347268,0.0009635472,0.0004190179,0.000271651,0.000972269,0.0003383878,0.0002288683],"category_scores_gemma":[0.0005276601,0.0004757547,0.001164726,0.0009201471,0.0002831104,0.0003124416,0.0002284436,0.001008215,0.00007503208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026706,"about_ca_system_score_gemma":0.0004069817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002188935,"about_ca_topic_score_gemma":0.00035059,"domain_scores_codex":[0.995203,0.0006644617,0.002107446,0.0005635172,0.000831996,0.0006296047],"domain_scores_gemma":[0.9931463,0.001925239,0.002838826,0.0009897262,0.000887331,0.0002125709],"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":[0.0001702691,0.002370345,0.002402156,0.004467503,0.0302743,0.0002937974,0.02762673,0.00006157476,0.00004059652,0.001515141,0.02545809,0.9053195],"study_design_scores_gemma":[0.003031048,0.0006852135,0.001648569,0.03831155,0.01319657,0.0003346567,0.02238894,8.804997e-7,0.0000113283,0.0003570329,0.9190752,0.0009589845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0166194,0.970057,0.00005832461,0.00351305,0.007977822,0.0009845777,0.0006583347,0.00003133103,0.0001001887],"genre_scores_gemma":[0.01844405,0.9788936,0.0002590415,0.0001841306,0.0005816377,0.000136363,0.00005988034,0.0001445999,0.001296697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9043605,"threshold_uncertainty_score":0.9997694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4189246257516225,"score_gpt":0.5300744008654387,"score_spread":0.1111497751138162,"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."}}