{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001045486,0.0001773909,0.0003180605,0.00008669178,0.001219305,0.00001203713,0.0003487282,0.0002563895,0.0009166536],"category_scores_gemma":[0.0000948896,0.0001447358,0.0001119063,0.0006211725,0.00008725056,0.00008192123,0.0000741626,0.001995229,0.0005558195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175297,"about_ca_system_score_gemma":0.0005776488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009581174,"about_ca_topic_score_gemma":0.01577141,"domain_scores_codex":[0.9968851,0.00109111,0.0006345591,0.0003587976,0.0002144241,0.0008160634],"domain_scores_gemma":[0.9989529,0.0003072389,0.0002996745,0.0002130057,0.0000312462,0.000195923],"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":[0.0001662872,0.00007975484,0.1705848,0.0002142307,0.0000393322,0.000009598381,0.07664987,0.000002849355,0.00002015178,0.07785527,0.6667651,0.0076128],"study_design_scores_gemma":[0.001640465,0.00003093485,0.1489666,0.0000893932,0.00002204491,5.573011e-7,0.01182763,0.0000323219,4.166164e-7,0.01184675,0.8253242,0.0002187493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1551813,0.0008627874,0.00004631119,0.6178489,0.008372306,0.0009440796,0.00001153217,0.0001583326,0.2165744],"genre_scores_gemma":[0.773196,0.0001009171,0.0001984141,0.2164828,0.007621524,0.00007060306,0.000006165345,0.00004377592,0.002279809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6180146,"threshold_uncertainty_score":0.9999967,"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."}}