{"id":"W4408955046","doi":"10.1016/j.crpvbd.2025.100257","title":"Deciphering a cryptic minefield: A guide to Cryptosporidium gp60 subtyping","year":2025,"lang":"en","type":"review","venue":"Current Research in Parasitology and Vector-Borne Diseases","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Subtyping; Cryptosporidium; Biology; Computer science; Ecology; Programming language","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007158103,0.0006069426,0.001848955,0.001579803,0.0004792616,0.00007443579,0.0005712819,0.0007432952,0.0002464626],"category_scores_gemma":[0.003129339,0.000547877,0.000327189,0.001442673,0.0005555141,0.00008565024,0.0005216649,0.001648082,0.000591644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437063,"about_ca_system_score_gemma":0.001257785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001542609,"about_ca_topic_score_gemma":0.00006764434,"domain_scores_codex":[0.9951525,0.001299399,0.0009294734,0.00112401,0.0001202357,0.001374414],"domain_scores_gemma":[0.9932281,0.005489483,0.0001452025,0.0006930069,0.0002334705,0.0002107422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002360868,0.001342803,0.01439147,0.026356,0.0005862643,0.0003936097,0.0001208053,0.00001031941,0.00001372402,0.01768232,0.0388591,0.9000075],"study_design_scores_gemma":[0.0006664663,0.0001909718,0.009279371,0.01981705,0.0004631854,0.0001033538,0.00005609882,0.000001907832,0.00001110516,0.0002552767,0.9685914,0.0005638155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001364417,0.9932162,0.0001248904,0.0001623851,0.00271905,0.001414757,0.0001978619,0.00008957574,0.0007109198],"genre_scores_gemma":[0.005438008,0.9922258,0.00003987429,0.00003014176,0.0002279028,0.001159213,0.0004098317,0.00003481964,0.000434435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9297323,"threshold_uncertainty_score":0.9996973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0762874015421958,"score_gpt":0.4842734175412863,"score_spread":0.4079860159990905,"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."}}