{"id":"W2067745694","doi":"10.1155/2012/503432","title":"Performance of a New HPV Cervi-Collect Collection and Transportation Kit","year":2011,"lang":"en","type":"article","venue":"Journal of Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Kappa; Human papillomavirus; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002461113,0.0000464786,0.0002739217,0.0001679611,0.00002669867,0.000001658653,0.00003905494,0.00007822597,0.002614599],"category_scores_gemma":[0.00003806949,0.00003569688,0.0000578514,0.000213708,0.00004816426,0.00006388495,0.000003658551,0.0002019436,0.00000172846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047894,"about_ca_system_score_gemma":0.0006726323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001458549,"about_ca_topic_score_gemma":0.0001850035,"domain_scores_codex":[0.9993398,0.00002483174,0.000310243,0.00005526321,0.0001707663,0.00009907327],"domain_scores_gemma":[0.9993479,0.00003900107,0.0001641303,0.00004492579,0.0002703576,0.0001336482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02247921,0.0007147645,0.2649615,0.0005051194,0.0002633497,0.0001520163,0.009480241,0.000007241523,0.005413034,0.00009407024,0.01350715,0.6824223],"study_design_scores_gemma":[0.003549793,0.01078744,0.9721436,0.00001753381,0.0001113222,0.000284963,0.0001602953,0.0001132806,0.004198516,0.00011913,0.008480239,0.00003390395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694628,0.0003470687,0.00006887904,0.0005147948,0.0001307413,0.0001053055,7.750234e-7,0.000002671813,0.02936696],"genre_scores_gemma":[0.9967815,0.0009925513,0.001090671,0.00009940459,0.0001496902,0.000001304049,6.472411e-7,0.000005315421,0.0008788824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7071821,"threshold_uncertainty_score":0.9982972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0779865255649,"score_gpt":0.3570328318843122,"score_spread":0.2790463063194122,"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."}}