{"id":"W2884997034","doi":"10.17975/sfj-2018-004","title":"Potential Predictors for HPV Vaccination Completion Rates","year":2018,"lang":"en","type":"article","venue":"STEM Fellowship Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pierre Elliott Trudeau Foundation; University of Toronto","funders":"","keywords":"Gardasil; Logistic regression; Medicine; Vaccination; Demography; Multinomial logistic regression; Population; Cervical cancer; HPV infection; Genital warts; Gynecology; Immunology; Internal medicine; Cancer; Environmental health; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002931596,0.0003899468,0.0004066177,0.001386168,0.0004339102,0.0007798367,0.0006528,0.0005719136,0.009592041],"category_scores_gemma":[0.02491526,0.0002545879,0.001220745,0.001506803,0.0003146434,0.0006035379,0.0005960682,0.001412683,0.001065728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520111,"about_ca_system_score_gemma":0.0006964437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007386204,"about_ca_topic_score_gemma":0.006341832,"domain_scores_codex":[0.9984414,0.00051453,0.0001698736,0.0003729445,0.0002204811,0.0002808735],"domain_scores_gemma":[0.9832177,0.009605527,0.00391298,0.0008516211,0.001092102,0.001319998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007087704,0.000024121,0.9972301,0.00001756104,0.00005558816,0.00002322642,0.00003664614,0.0003479053,0.00002316177,0.00004813095,0.0004146725,0.001708053],"study_design_scores_gemma":[0.000008060691,0.00008276454,0.9929492,0.00004745367,0.00007727344,0.0001553102,0.0002111369,0.005297946,0.00008810146,0.000213627,0.0008601231,0.000008986657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880559,0.0007664555,0.001152902,0.0006029215,0.00004696217,0.00004119976,0.007253005,0.00004662369,0.002033881],"genre_scores_gemma":[0.9961554,0.0001824579,0.0004836914,0.00003552785,0.00003231933,0.00003368932,0.002633342,0.00001314465,0.0004304287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009592041,"threshold_uncertainty_score":0.03208852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05183870099865676,"score_gpt":0.369556574090816,"score_spread":0.3177178730921593,"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."}}