{"id":"W3008108570","doi":"10.1922/cdh_specialissuenicolau06","title":"Quantitative Bias Analysis of misclassification in case-control studies: an example with Human Papillomavirus and Oropharyngeal Cancer.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Confounding; Logistic regression; Cancer; Confidence interval; Head and neck cancer; Internal medicine; Oncology; Demography","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4207196,0.001249785,0.002500659,0.004486921,0.001136711,0.003167097,0.003332307,0.003101445,0.001650107],"category_scores_gemma":[0.6545124,0.0008007632,0.005358557,0.005210079,0.004242731,0.002470857,0.003009459,0.002798475,0.0001575534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00284283,"about_ca_system_score_gemma":0.003427393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004850104,"about_ca_topic_score_gemma":0.00394073,"domain_scores_codex":[0.4035949,0.5516524,0.01784169,0.007801678,0.01848006,0.0006292637],"domain_scores_gemma":[0.2052692,0.7293639,0.02941581,0.0246194,0.01088987,0.0004417902],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002318054,0.0002679948,0.2655905,0.04967071,0.0655059,0.001673326,0.007511637,0.01352705,0.001584683,0.1318835,0.01546199,0.4450046],"study_design_scores_gemma":[0.002595496,0.002922228,0.1997023,0.03875108,0.04339133,0.004618024,0.003195824,0.1257872,0.005932164,0.4939333,0.07842442,0.0007466513],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03930697,0.115874,0.8163832,0.01735497,0.002922865,0.003252613,0.001359606,0.0003962313,0.003149533],"genre_scores_gemma":[0.6269549,0.01420696,0.3431177,0.007824657,0.0009805259,0.005109331,0.0006020496,0.000113392,0.00109052],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5792804,"threshold_uncertainty_score":0.7143559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3133556875555837,"score_gpt":0.3727191263679966,"score_spread":0.05936343881241291,"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."}}