{"id":"W2409256320","doi":"","title":"Induced sputum markers of fibrosis and decline in pulmonary function in asbestosis and silicosis: a pilot study.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Gynecology; Respiratory disease; Internal medicine; Lung","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":[0.0001220533,0.00008126796,0.0001712746,0.0001376339,0.00002006302,0.000002231078,0.00001887822,0.00002362967,0.000009867957],"category_scores_gemma":[0.00004400479,0.00007352572,0.00001427125,0.0001555416,0.00005245499,0.00007648725,0.00004680386,0.00006139431,7.073986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003965476,"about_ca_system_score_gemma":0.000009767718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005188072,"about_ca_topic_score_gemma":0.0001245752,"domain_scores_codex":[0.9993103,0.0000313589,0.000198153,0.000180104,0.0001545485,0.0001255295],"domain_scores_gemma":[0.9997434,0.00004257054,0.00003701937,0.00007864706,0.000006085679,0.00009225476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002677038,0.001545465,0.9694428,0.00004561512,0.00001902957,0.00002167335,0.00004099997,0.000001398298,0.0008332774,8.822948e-7,0.00002335174,0.02534844],"study_design_scores_gemma":[0.001457447,0.0009044025,0.9971729,0.0000254892,0.00004579676,0.00001323644,0.0001577475,0.00003110723,0.00009061198,0.0000189911,0.00001904095,0.0000632205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984323,0.0004310534,2.728792e-7,0.0002034348,0.00002230449,0.0006723985,0.000005908346,0.000008320573,0.0002240464],"genre_scores_gemma":[0.9991854,0.0001564632,0.00001672784,0.0001358833,0.00001860821,0.0004133343,0.00001205956,0.000007793564,0.00005376189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02773008,"threshold_uncertainty_score":0.2998292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215149947641947,"score_gpt":0.2245634001497937,"score_spread":0.1924119006733742,"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."}}