{"id":"W3207969157","doi":"","title":"Human Papilloma Virus: Pathogen Challenge","year":2021,"lang":"en","type":"article","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Emergency Physicians","funders":"","keywords":"Acknowledgement; Human papilloma virus; Virology; Virus; Disease; Medicine; Cancer; Computer science; Cervical cancer; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001690947,0.0008534937,0.0008885057,0.0005476298,0.000982914,0.002677829,0.0009127776,0.003615445,0.02294027],"category_scores_gemma":[0.002540054,0.0002782216,0.0007088759,0.0003730165,0.0007030251,0.002577302,0.002281419,0.003731931,0.009371681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340197,"about_ca_system_score_gemma":0.00158262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001634964,"about_ca_topic_score_gemma":0.001180299,"domain_scores_codex":[0.9987718,0.000286171,0.00005272526,0.0001853925,0.0004405531,0.0002632939],"domain_scores_gemma":[0.9992554,0.0001752137,0.0000438977,0.00007788251,0.0002408463,0.0002067673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001165029,0.001558579,0.005808784,0.005043006,0.000181755,0.002687215,0.0004026079,0.0009934563,0.09234422,0.03649128,0.5089396,0.3443845],"study_design_scores_gemma":[0.00009840953,0.001517075,0.00187536,0.0009306403,0.00007224232,0.005135344,0.0005623548,0.001019969,0.01735002,0.01209495,0.9593007,0.00004277657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0881722,0.4289085,0.026759,0.1979583,0.05220272,0.002268607,0.008985922,0.001571509,0.1931732],"genre_scores_gemma":[0.4184203,0.3275829,0.0170811,0.08523304,0.01634331,0.001499879,0.01229925,0.0002230758,0.1213172],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02294027,"threshold_uncertainty_score":0.07674289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0636992832830317,"score_gpt":0.3759970339146848,"score_spread":0.312297750631653,"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."}}