{"id":"W2598066908","doi":"10.1093/heapro/dax016","title":"Mind the gap: predicting the positive mental health of adult sexual minority Canadians","year":2017,"lang":"en","type":"article","venue":"Health Promotion International","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Mental Health Commission; University of Manitoba","keywords":"Mental health; Sexual orientation; Psychology; Population; Clinical psychology; Distress; Sexual minority; Sexual identity; Psychiatry; Medicine; Social psychology; Human sexuality; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00115495,0.0003409339,0.0003128967,0.000988612,0.003643968,0.001532198,0.001093458,0.0005109785,0.002780633],"category_scores_gemma":[0.004213458,0.0001923597,0.0004680966,0.001508365,0.0008900957,0.000539456,0.001276919,0.001064256,0.0002284849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00909547,"about_ca_system_score_gemma":0.01535761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9729871,"about_ca_topic_score_gemma":0.9858865,"domain_scores_codex":[0.9994763,0.00006428213,0.00001796554,0.00005074458,0.000176834,0.0002139691],"domain_scores_gemma":[0.9989156,0.0000946595,0.0001919216,0.00004020371,0.0003639045,0.0003937674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004001602,0.00007805804,0.9863945,0.00002115351,0.00002623491,0.00003494706,0.002134347,0.00005660638,0.00006253595,0.0001927373,0.001146011,0.009812897],"study_design_scores_gemma":[0.00000653074,0.00003520247,0.9878996,0.00005847564,0.00002945749,0.00003549911,0.009585214,0.0004492666,0.00005752439,0.0001505076,0.001680054,0.00001276033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942142,0.0002823288,0.00007382531,0.0008244741,0.00001857287,0.0000489566,0.0006185579,0.000004009374,0.003915051],"genre_scores_gemma":[0.9983793,0.0002674832,0.0001961387,0.0001687908,0.000007842359,0.00001602477,0.0003450199,0.000001685098,0.0006176461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02701294,"threshold_uncertainty_score":0.06599259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06358350223952554,"score_gpt":0.4305523982991389,"score_spread":0.3669688960596134,"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."}}