{"id":"W2141780834","doi":"10.1002/j.2051-5545.2010.tb00296.x","title":"WPA guidance on how to combat stigmatization of psychiatry and psychiatrists","year":2010,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Stoma care and complications","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Bacteroides fragilis; Medicine; Bacteroides; Colostomy; Klebsiella; Enterobacter; Incidence (geometry); Internal medicine; Bacteria; Microbiology; Gastroenterology; Escherichia coli; Surgery; Antibiotics; Biology","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":[0.03877413,0.002437303,0.002073535,0.004304662,0.005123736,0.004993283,0.004986165,0.0344529,0.01820156],"category_scores_gemma":[0.08393863,0.002949052,0.004402779,0.002616843,0.004592495,0.008273769,0.007493472,0.02416535,0.01584858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003952179,"about_ca_system_score_gemma":0.04022828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04295221,"about_ca_topic_score_gemma":0.05680804,"domain_scores_codex":[0.9654177,0.01727046,0.004798655,0.001038274,0.007844052,0.003630806],"domain_scores_gemma":[0.9078006,0.05023595,0.005385811,0.004448777,0.02369954,0.008429285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002375075,0.0001652132,0.0003360644,0.0005244851,0.00001587812,0.0003202226,0.0009974646,0.0001456571,0.0002827119,0.003958724,0.9542316,0.03899818],"study_design_scores_gemma":[0.0001082857,0.00005897036,0.001741527,0.003168845,0.00002878808,0.0004317047,0.001061763,0.0001569623,0.0002299812,0.005467558,0.9874944,0.00005119853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001181261,0.01429474,0.01276935,0.8658522,0.0262908,0.002887394,0.001142399,0.0008898751,0.07469206],"genre_scores_gemma":[0.009645338,0.02985996,0.1207899,0.6642517,0.00888155,0.00899504,0.001684552,0.0007181604,0.1551738],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04295221,"threshold_uncertainty_score":0.2050596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009237384182224959,"score_gpt":0.2780403432584584,"score_spread":0.2688029590762335,"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."}}