{"id":"W6920925646","doi":"10.6084/m9.figshare.28523621.v2","title":"<b>A critical exploration of stigma interventions and programs for queer peoples across the life course in Canada: a scoping review</b> <b>protocol</b>","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Psychological intervention; Stigma (botany); PsycINFO; Queer; Mental health; Sexual minority; Social stigma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03947431,0.001575043,0.005188812,0.01277793,0.008459118,0.009651416,0.004555502,0.004814534,0.01064474],"category_scores_gemma":[0.101783,0.001155778,0.005493378,0.02042524,0.002621193,0.00420062,0.003982917,0.004214083,0.000733084],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1534393,"about_ca_system_score_gemma":0.4678927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8957832,"about_ca_topic_score_gemma":0.9567958,"domain_scores_codex":[0.9820389,0.006134342,0.003289904,0.00088313,0.00593061,0.001723151],"domain_scores_gemma":[0.9273001,0.02808698,0.004913968,0.001387736,0.03531161,0.002999646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005553598,0.0001848438,0.00256631,0.7157763,0.001572225,0.0001905831,0.006342857,0.0006483607,0.0004150838,0.009002251,0.05012824,0.2126175],"study_design_scores_gemma":[0.0002162549,0.00009403864,0.004653619,0.8974798,0.002963184,0.00005175256,0.002516375,0.0001235027,0.0001795868,0.0005261627,0.09115086,0.00004489022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.003694954,0.938324,0.001097429,0.01766749,0.002026882,0.02014576,0.005000656,0.00007474836,0.01196811],"genre_scores_gemma":[0.0312154,0.9226223,0.007236656,0.009973421,0.0002892474,0.02426564,0.00201547,0.00003693458,0.002344969],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1534393,"threshold_uncertainty_score":0.9818904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1786487581506654,"score_gpt":0.5174737306496241,"score_spread":0.3388249724989587,"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."}}