{"id":"W4402927176","doi":"10.1002/ijgo.15940","title":"Working towards health: A model of cervical cancer screening and treatment for factory employees in Haiti","year":2024,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Minority Health and Health Disparities; Grand Challenges Canada","keywords":"Medicine; Cervical cancer; Personal protective equipment; Family medicine; Health care; Cervix; Breast cancer; Reproductive health; Cancer; Gynecology; Nursing; Environmental health; Population; Disease; Internal medicine; Coronavirus disease 2019 (COVID-19); Economic growth","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001926701,0.0003373827,0.0001323854,0.000418641,0.003870593,0.002043023,0.001837589,0.001309427,0.005938192],"category_scores_gemma":[0.0011027,0.0003210292,0.0004013347,0.0003590641,0.002629233,0.001485888,0.003046308,0.001145746,0.0007668199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004149054,"about_ca_system_score_gemma":0.01387948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04111672,"about_ca_topic_score_gemma":0.08149558,"domain_scores_codex":[0.999117,0.000406073,0.00001795479,0.00009253211,0.00006630654,0.00030016],"domain_scores_gemma":[0.9991824,0.00008695779,0.00007779695,0.00004945131,0.00005790472,0.000545556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001132764,0.01895662,0.455562,0.001313136,0.0001376241,0.006325741,0.05581716,0.00787008,0.007885334,0.03582954,0.03619852,0.3729715],"study_design_scores_gemma":[0.0008976104,0.01318307,0.587903,0.001230672,0.0003238184,0.004759657,0.1839473,0.03027903,0.003485539,0.01679632,0.1569187,0.0002752738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039851,0.0006548876,0.01180602,0.03346729,0.0002935796,0.001987049,0.0002567927,0.0002346441,0.04731476],"genre_scores_gemma":[0.9774427,0.000677332,0.0122971,0.002049813,0.00005598824,0.0006067912,0.0001111857,0.00001637267,0.006742649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04111672,"threshold_uncertainty_score":0.0817548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.159426307748729,"score_gpt":0.4322020984122677,"score_spread":0.2727757906635387,"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."}}