{"id":"W4238789157","doi":"10.1093/annhyg/mer052","title":"Reply","year":2011,"lang":"en","type":"article","venue":"The Annals of Occupational Hygiene","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003899147,0.000822638,0.001147592,0.001133212,0.004018186,0.005756332,0.002430887,0.04171586,0.01932864],"category_scores_gemma":[0.04172789,0.0007789354,0.001539344,0.0008211178,0.003075728,0.004422609,0.004046524,0.04007798,0.01430425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003228097,"about_ca_system_score_gemma":0.004579532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004736232,"about_ca_topic_score_gemma":0.005840628,"domain_scores_codex":[0.9963176,0.0007354898,0.000431584,0.0007575092,0.001049464,0.0007083471],"domain_scores_gemma":[0.983183,0.007262414,0.001103894,0.0007031669,0.005041414,0.002706056],"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":[0.00002320194,0.000006865966,0.0003132802,0.00003967077,0.00001296808,0.0002284378,0.0001077215,0.00001141924,0.00005630336,0.0008109359,0.9961493,0.002239937],"study_design_scores_gemma":[0.00004591068,0.00002172787,0.001172354,0.000179745,0.00003508829,0.0005644964,0.0006604622,0.00004186371,0.0001457777,0.001997695,0.99509,0.00004475564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002474642,0.001893243,0.00005440906,0.889272,0.1067408,0.00000912411,0.00006608987,0.00002381487,0.001692997],"genre_scores_gemma":[0.001468426,0.0006080176,0.0000505381,0.9557889,0.03408138,0.00002308033,0.00002548856,0.000015343,0.007938776],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9806713,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155925203945113,"score_gpt":0.3575686237555941,"score_spread":0.2016434198104811,"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."}}