{"id":"W3153110792","doi":"10.4103/wsp.wsp_8_20","title":"In All Candour: Taking Off the Mask","year":2020,"lang":"en","type":"article","venue":"World Social Psychiatry","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Commission of Canada","funders":"","keywords":"Mental health; Stigma (botany); Commission; Indigenous; Humanity; Equity (law); Political science; Inclusion (mineral); Health care; Public relations; Sociology; Psychology; Gender studies; Psychiatry; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00516878,0.0009564647,0.0009800232,0.001092876,0.02092209,0.01662864,0.00194694,0.008388026,0.05257357],"category_scores_gemma":[0.02491645,0.0005470544,0.000832676,0.0008060649,0.0101274,0.01565667,0.00852847,0.02315634,0.03026042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00606481,"about_ca_system_score_gemma":0.01182221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04778487,"about_ca_topic_score_gemma":0.08332562,"domain_scores_codex":[0.9929395,0.001999731,0.0001661955,0.0006364718,0.00268423,0.001573838],"domain_scores_gemma":[0.9829378,0.001991271,0.0005255877,0.000776003,0.006069507,0.007699863],"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":[0.00002343368,0.00001660985,0.0001833351,0.00003206742,0.000004124528,0.0001567916,0.001882217,0.00001244253,0.0001202794,0.008478416,0.9767621,0.01232804],"study_design_scores_gemma":[0.00000415864,0.00001157508,0.0001938972,0.000106579,0.000002419323,0.0001775575,0.006791134,0.00002388574,0.0000630508,0.003117392,0.9894919,0.00001639643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001867473,0.01046478,0.00100756,0.8362374,0.07983612,0.00002405248,0.00009011725,0.000241974,0.07023059],"genre_scores_gemma":[0.03722254,0.009658223,0.001652239,0.5369453,0.02917404,0.00006035569,0.0001320564,0.0009404392,0.3842149],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05257357,"threshold_uncertainty_score":0.1758761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09883233264945236,"score_gpt":0.459547221653944,"score_spread":0.3607148890044916,"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."}}