{"id":"W2401152898","doi":"","title":"Assessment of asbestos in drinking water in alexandria, egypt.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Chrysotile; Asbestos fibers; Asbestosis; Environmental science; Particulates; Asbestos cement; Health hazard; Waste management; Environmental engineering; Metallurgy; Medicine; Materials science; Chemistry; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003245054,0.0004639825,0.0002471351,0.00189881,0.000660091,0.0007670486,0.0002664883,0.0005985099,0.001099895],"category_scores_gemma":[0.0002654281,0.0001899743,0.0003157555,0.001023365,0.0002180407,0.0002087276,0.0004695972,0.0002091557,0.0007260532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009948745,"about_ca_system_score_gemma":0.0009986574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0254411,"about_ca_topic_score_gemma":0.0513574,"domain_scores_codex":[0.9997138,0.00002139613,0.00002589006,0.0000423418,0.000160114,0.00003633161],"domain_scores_gemma":[0.9998752,0.000006175576,0.00002380671,0.000004580213,0.00008262153,0.000007545952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004435086,0.0002375833,0.4587335,0.001046471,0.0003100084,0.001499994,0.00128823,0.002054096,0.3988993,0.0005464721,0.001989729,0.1329511],"study_design_scores_gemma":[0.00003397299,0.000351236,0.867478,0.0001168346,0.0002218548,0.001105456,0.00307419,0.002346978,0.09487318,0.0003920925,0.02995705,0.00004923793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837458,0.001965913,0.001375327,0.000118909,0.00002623067,0.00008394513,0.001383437,0.00005432894,0.01124598],"genre_scores_gemma":[0.9781335,0.001759575,0.004130144,0.0001407049,0.00001239911,0.00006767079,0.001969283,0.00001504045,0.01377164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0254411,"threshold_uncertainty_score":0.05058604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059800962944422,"score_gpt":0.2344020934207081,"score_spread":0.2238040837912639,"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."}}