{"id":"W2079432996","doi":"10.1080/08958370600835252","title":"Mineral–Fluid Interaction in the Lungs: Insights From Reaction-Path Modeling","year":2006,"lang":"en","type":"article","venue":"Inhalation Toxicology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"National Institute of Environmental Health Sciences","keywords":"Chrysotile; Tremolite; Talc; Chemistry; Saturation (graph theory); Mineralogy; Mineral; Phase diagram; Thermodynamics; Phase (matter); Geology; Asbestos; Materials science; Metallurgy; Organic chemistry; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00004385578,0.00008459099,0.0001076896,0.00009137858,0.00005268635,0.00001016243,0.00003911739,0.00008125716,0.0001001516],"category_scores_gemma":[0.00002403427,0.00006242016,0.00004314863,0.0001025321,0.0000258735,0.0001546195,0.00001109484,0.0001171975,0.00008142285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320892,"about_ca_system_score_gemma":0.00001903553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005218849,"about_ca_topic_score_gemma":0.000179612,"domain_scores_codex":[0.999288,0.00006336221,0.000235407,0.0001691769,0.0001516986,0.00009241594],"domain_scores_gemma":[0.9996904,0.0000941822,0.00005443236,0.0001186911,0.00001731398,0.00002499984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001476137,0.002876741,0.3530362,0.00004032023,0.00007686957,0.0001434818,0.001178975,0.05647541,0.5699933,0.004834406,0.005863479,0.004004695],"study_design_scores_gemma":[0.0009606552,0.0001415568,0.8923119,0.00003511209,0.00005653207,0.00002711153,0.0003292285,0.09812336,0.0008361266,0.004327391,0.002740172,0.0001108461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916294,0.000159657,0.0004319723,0.001087309,0.0001730658,0.0002000678,0.000006643801,0.00002597826,0.006285927],"genre_scores_gemma":[0.9975896,0.00001258625,0.0001551615,0.001209166,0.0003476618,0.00003953741,0.0004886424,0.00000783952,0.0001497513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5691571,"threshold_uncertainty_score":0.254542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162604451040818,"score_gpt":0.2673130207672342,"score_spread":0.2510525756631524,"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."}}