{"id":"W2165970524","doi":"10.1093/occmed/kqh099","title":"Rounded atelectasis in an asbestos exposed worker","year":2004,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Asbestos; Atelectasis; Medicine; Etiology; Asbestosis; Occupational exposure; Lung; Pathology; Environmental health; Internal medicine; Metallurgy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001199241,0.0001663524,0.000248979,0.0001902166,0.00005998049,0.000006249913,0.00007212551,0.000071854,0.001175166],"category_scores_gemma":[0.0001088608,0.0001317353,0.00004720698,0.0003074508,0.000145512,0.0001850971,0.00001657833,0.0001346492,0.0001313835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002940072,"about_ca_system_score_gemma":0.0001504258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001576288,"about_ca_topic_score_gemma":0.0001125782,"domain_scores_codex":[0.9985598,0.00002614893,0.0003232918,0.0003016722,0.0005705588,0.0002185365],"domain_scores_gemma":[0.9993886,0.00005121185,0.00005980427,0.0002065914,0.00004662064,0.0002472027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001703344,0.000952435,0.9829262,0.00002464984,0.00003191808,0.0001215481,0.0002165705,0.0004138554,0.005659622,0.001941128,0.0003922986,0.005616394],"study_design_scores_gemma":[0.004280596,0.0007188758,0.9912357,0.0002067056,0.00004098558,0.00003896197,0.0001017137,0.00006583376,0.0004702461,0.002004896,0.0007038945,0.0001315309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943727,0.0003056135,0.0002393532,0.00224842,0.0001158882,0.0003081111,0.00001209526,0.0000531048,0.002344664],"genre_scores_gemma":[0.9949545,0.00003843623,0.001511779,0.002067001,0.0003829726,0.00005169558,0.0007524206,0.00002021297,0.0002210405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008309524,"threshold_uncertainty_score":0.9997379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04139574023454802,"score_gpt":0.323264187072497,"score_spread":0.281868446837949,"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."}}