{"id":"W4389477707","doi":"10.2139/ssrn.4655920","title":"Prospective Associations of Accelerometer-Measured Physical Activity with Polycystic Ovary Syndrome Features Among Adolescent Girls in the Avon Longitudinal Study of Parents and Children","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Polycystic ovary; Longitudinal study; Accelerometer; Physical activity; Medicine; Prospective cohort study; Gerontology; Psychology; Physical therapy; Obesity; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006741398,0.0004027063,0.0003985562,0.0007513189,0.0005915764,0.001034183,0.000510479,0.0007029813,0.001468887],"category_scores_gemma":[0.001961135,0.0007103491,0.0005976753,0.001141806,0.0002950055,0.0005192715,0.0008466137,0.001112,0.0002419466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004145215,"about_ca_system_score_gemma":0.0004364101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02306575,"about_ca_topic_score_gemma":0.0383516,"domain_scores_codex":[0.9994913,0.0001688792,0.00004314143,0.0001454392,0.00007640334,0.00007478322],"domain_scores_gemma":[0.9986989,0.0002263265,0.00048572,0.0001257074,0.0001686871,0.0002945209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002957929,0.00002198953,0.9995607,0.000001607592,0.00003389281,0.00002483864,0.00005654819,0.000007529957,0.00006085406,0.000007857782,0.00003815165,0.0001565153],"study_design_scores_gemma":[0.000002418797,0.00001606798,0.9996904,0.000002822805,0.00001088967,0.00003975094,0.0001376598,0.00003077552,0.00001055515,0.000005801286,0.00005154284,0.000001256194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988729,0.0001849771,0.00003628277,0.00003841167,0.00001182654,0.000004137962,0.0005844557,0.000002222066,0.0002647876],"genre_scores_gemma":[0.9986033,0.0001679836,0.00006993808,0.00002102778,0.000007992624,0.00001389956,0.0007230122,0.000005079819,0.0003878594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02306575,"threshold_uncertainty_score":0.04586297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911751786597212,"score_gpt":0.2873981143456524,"score_spread":0.2582805964796803,"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."}}