{"id":"W4295885528","doi":"10.1089/jwh.2021.0647","title":"Association Between Reproductive Health Factors and Musculoskeletal Injuries in Female Canadian Armed Forces Members","year":2022,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Pregnancy-related medical research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Ottawa","funders":"","keywords":"Medicine; Menarche; Odds ratio; Demography; Confidence interval; Logistic regression; Reproductive health; Menstruation; Endometriosis; Obstetrics; Gynecology; Population; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007628178,0.0001198097,0.0006990074,0.0007387992,0.0002894649,0.00001331113,0.0001145725,0.0000678974,0.0001971684],"category_scores_gemma":[0.002384044,0.0001011304,0.00006860446,0.0005705173,0.00005609049,0.0001463125,0.00005846047,0.001477833,0.000001031973],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01516053,"about_ca_system_score_gemma":0.007904013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04692883,"about_ca_topic_score_gemma":0.01306652,"domain_scores_codex":[0.9964135,0.0005750491,0.0007788804,0.0002215879,0.00109367,0.0009173491],"domain_scores_gemma":[0.9970354,0.0003036712,0.0006929386,0.0001527967,0.0001283051,0.001686867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001740367,0.0001108911,0.9357013,0.0003609532,0.0002675862,0.00004940459,0.03583098,0.000009480007,0.00001048492,0.00003270616,0.002474959,0.02497723],"study_design_scores_gemma":[0.002571478,0.005415954,0.9433272,0.0006736154,0.00002757725,0.00003846252,0.02780399,0.000009246958,0.00002563714,0.0003460541,0.01962526,0.000135489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561818,0.003337313,0.000002459329,0.03963543,0.0001917293,0.0004305225,0.0000306004,0.00000779623,0.0001823811],"genre_scores_gemma":[0.9966024,0.001844181,0.00008874048,0.0008698695,0.0001885133,0.00001416062,0.00001424388,0.00001808646,0.0003598015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04042064,"threshold_uncertainty_score":0.9977202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533998822112214,"score_gpt":0.3581759267481279,"score_spread":0.3328359385270058,"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."}}