{"id":"W3119108393","doi":"10.1503/cmaj.1095910","title":"Does shaming have a place in public health?","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shame; Blame; Public health; Pandemic; Fetal alcohol; Medicine; Public relations; Psychology; Political science; Coronavirus disease 2019 (COVID-19); Pregnancy; Social psychology; Psychiatry; Nursing; Pathology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01056515,0.000262789,0.0005979135,0.001185118,0.007085953,0.007378255,0.001082114,0.0051146,0.01522241],"category_scores_gemma":[0.04118285,0.0003834354,0.0007007906,0.001456938,0.03047031,0.01368126,0.005251465,0.008042788,0.001120551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005861013,"about_ca_system_score_gemma":0.01194596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02622217,"about_ca_topic_score_gemma":0.02945529,"domain_scores_codex":[0.991839,0.004774813,0.0001771952,0.0003750868,0.001318706,0.001515244],"domain_scores_gemma":[0.9702601,0.01449976,0.005471158,0.001803202,0.002565678,0.005400135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003793167,0.0005027984,0.1030257,0.001632429,0.000356936,0.001363552,0.1452532,0.0002280951,0.0003862893,0.4273618,0.1453237,0.1741862],"study_design_scores_gemma":[0.0001577985,0.000438065,0.1117122,0.01068207,0.0001865875,0.002257471,0.2734566,0.0002132244,0.0003474788,0.2842509,0.3160754,0.0002221208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05456298,0.03205416,0.0004517013,0.8688586,0.002447547,0.00001263089,0.0001221693,0.00001906795,0.04147112],"genre_scores_gemma":[0.8682089,0.02916864,0.0004256723,0.09659252,0.002449863,0.00002813242,0.00005437051,0.00002937746,0.003042503],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02622217,"threshold_uncertainty_score":0.05587453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07468398317620503,"score_gpt":0.3980900271207296,"score_spread":0.3234060439445245,"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."}}