{"id":"W1494391862","doi":"10.1002/j.1551-8833.2004.tb10706.x","title":"Detection of Infectious <i>Cryptosporidium</i> in Filtered Drinking Water","year":2004,"lang":"en","type":"article","venue":"American Water Works Association","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"American Water (Canada)","funders":"Texas State University","keywords":"Cryptosporidium; Cryptosporidium parvum; Water quality; Water treatment; Biology; Veterinary medicine; Genotype; Polymerase chain reaction; Surface water; Microbiology; Feces; Environmental science; Medicine; Environmental engineering; Ecology","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":[0.0006460506,0.0003099107,0.0001998872,0.000745469,0.0003421789,0.0005050231,0.0002360568,0.0003753987,0.0006785826],"category_scores_gemma":[0.001312181,0.0002109126,0.0001522676,0.0004606147,0.0005547622,0.000337275,0.0002509704,0.0001605856,0.0001594775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004088879,"about_ca_system_score_gemma":0.0002328009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008483458,"about_ca_topic_score_gemma":0.009425229,"domain_scores_codex":[0.9991266,0.0001342253,0.00007627589,0.0002228508,0.0003087006,0.0001313492],"domain_scores_gemma":[0.9990643,0.0002607384,0.0003065223,0.00004822587,0.0002079906,0.0001122902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002443475,0.0001406209,0.8856928,0.00006751534,0.00003405628,0.0002011739,0.0003206275,0.0001331263,0.1034117,0.00002601452,0.000104294,0.009623624],"study_design_scores_gemma":[0.000008092196,0.000629434,0.982745,0.000009003671,0.00002433907,0.0003358595,0.0001856265,0.0002836416,0.01535139,0.00001962391,0.0003975951,0.0000104325],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991508,0.00006499463,0.0003842784,0.00001118311,0.000002178874,0.00000802786,0.0001062015,0.000008972866,0.0002634754],"genre_scores_gemma":[0.998956,0.00006013376,0.0005425629,0.00001934779,0.000004452301,0.000006662719,0.0002281322,0.000001802681,0.0001809225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008483458,"threshold_uncertainty_score":0.01686817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003612113494972297,"score_gpt":0.2090885704543527,"score_spread":0.2054764569593804,"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."}}