{"id":"W4387934420","doi":"10.1016/j.jcjd.2023.10.279","title":"CHALLENGES IN HEALTH AND HEALTHCARE MANAGEMENT ACROSS THE LIFESPAN FOR WOMEN WITH POLYCYSTIC OVARY SYNDROME IN CANADA","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Sexual Differentiation and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Polycystic ovary; Medicine; Health care; Ovary; Gynecology; Gerontology; Internal medicine; Obesity; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001468262,0.0002574224,0.0006729079,0.001096671,0.01305045,0.004123164,0.002009953,0.002002252,0.007966991],"category_scores_gemma":[0.006705791,0.0003855939,0.0008388942,0.003399235,0.001610331,0.001386553,0.003613525,0.004493044,0.0004304247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08657404,"about_ca_system_score_gemma":0.2831978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934175,"about_ca_topic_score_gemma":0.997243,"domain_scores_codex":[0.9964544,0.0003677145,0.0002092351,0.0001992134,0.0007077734,0.002061809],"domain_scores_gemma":[0.9855251,0.0005857595,0.0008203921,0.00007643508,0.003721594,0.009270695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003052265,0.0006244862,0.4578523,0.0008534364,0.0003063662,0.006533074,0.02186041,0.001225514,0.000609724,0.01537912,0.3142878,0.1801625],"study_design_scores_gemma":[0.0002164645,0.0002500245,0.6287,0.004725818,0.0003189654,0.003111416,0.1603335,0.00229638,0.0002461298,0.006642566,0.1927821,0.00037668],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2532286,0.01784281,0.0004151763,0.6813153,0.002221303,0.0001918349,0.003365144,0.00006001517,0.0413598],"genre_scores_gemma":[0.8882347,0.02538951,0.002621858,0.06772602,0.0007069279,0.0002114658,0.001517658,0.00008588801,0.013506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08657404,"threshold_uncertainty_score":0.6281415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165744625894403,"score_gpt":0.2555782677647196,"score_spread":0.2339208215057756,"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."}}