{"id":"W7133517643","doi":"10.48336/233","title":"The mental health needs and healthcare system experiences of perimenopausal women in Newfoundland & Labrador","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Focus group; Mental health care; Public health; Health care; Mental healthcare","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":[0.0007626114,0.0001643999,0.0002887402,0.0008635256,0.008511395,0.001918013,0.0009067713,0.0004656705,0.003368307],"category_scores_gemma":[0.001400424,0.0003627991,0.0002025668,0.001489223,0.002898489,0.0009161304,0.002065149,0.0009977982,0.0001828875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02464546,"about_ca_system_score_gemma":0.02489097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.951902,"about_ca_topic_score_gemma":0.989062,"domain_scores_codex":[0.9990102,0.0002743056,0.00002959863,0.00005893063,0.00008944928,0.0005374163],"domain_scores_gemma":[0.998746,0.000329774,0.0002108252,0.00003808436,0.0001576113,0.0005176178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001157323,0.0001596148,0.2018509,0.0002801509,0.00002922735,0.003030082,0.75495,0.0001311902,0.001559491,0.00126467,0.008373274,0.02825563],"study_design_scores_gemma":[0.000004024314,0.00004242214,0.1050829,0.0001080744,0.000009106849,0.0003000419,0.8810855,0.00004348676,0.0001187324,0.00003511386,0.01315046,0.00002020797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918864,0.0005510867,0.00005827463,0.001863783,0.00001624462,0.00003613023,0.0002423053,0.000005141499,0.005340746],"genre_scores_gemma":[0.9926311,0.0009280134,0.0001922943,0.001101903,0.000007803053,0.00004565272,0.0001052878,0.000006080746,0.004981895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04809797,"threshold_uncertainty_score":0.1788162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586263481013332,"score_gpt":0.3363228688642168,"score_spread":0.3104602340540834,"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."}}