{"id":"W2095836965","doi":"10.1093/aje/kwj077","title":"Modeling the Sexual Transmissibility of Human Papillomavirus Infection using Stochastic Computer Simulation and Empirical Data from a Cohort Study of Young Women in Montreal, Canada","year":2006,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Transmissibility (structural dynamics); Human papillomavirus; Cohort; Cohort study; Medicine; Demography; Virology; Internal medicine; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002658845,0.0007125926,0.0005835334,0.001068258,0.001245945,0.001113025,0.001957128,0.0007323128,0.0024201],"category_scores_gemma":[0.009814205,0.0005901319,0.0008286779,0.001133887,0.0007818048,0.0003124758,0.0005833252,0.0006940693,0.0001402296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01663312,"about_ca_system_score_gemma":0.01008094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9679245,"about_ca_topic_score_gemma":0.9434475,"domain_scores_codex":[0.9993055,0.0003085895,0.00002366258,0.0001180989,0.00006390603,0.0001802086],"domain_scores_gemma":[0.9946749,0.003519776,0.0005425452,0.0001906859,0.0007531208,0.0003189018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003567117,0.0001889145,0.2547104,0.00007481234,0.0003814827,0.0002712438,0.0004688243,0.7321739,0.0003055298,0.003283241,0.001440828,0.006344079],"study_design_scores_gemma":[0.0001941172,0.0002158105,0.06506842,0.00004028379,0.0001591468,0.00005948331,0.0003972372,0.9313179,0.000156259,0.001278116,0.001063262,0.00005000187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901993,0.0002888923,0.005297377,0.0004498189,0.00001201675,0.000179532,0.001611239,0.00005164845,0.001910189],"genre_scores_gemma":[0.993893,0.0002627918,0.003487065,0.00006220215,0.000005849582,0.0001065022,0.0009810708,0.000008818903,0.001192784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03207546,"threshold_uncertainty_score":0.1206822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508774340958886,"score_gpt":0.4428389368630889,"score_spread":0.2919615027672002,"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."}}