{"id":"W2007380180","doi":"10.1164/rccm.200508-1305oc","title":"Progression of Airway Dysplasia and C-Reactive Protein in Smokers at High Risk of Lung Cancer","year":2005,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"National Cancer Institute; Canadian Institutes of Health Research; U.S. Public Health Service; GlaxoSmithKline","keywords":"Medicine; Dysplasia; C-reactive protein; Lung cancer; Gastroenterology; Internal medicine; Bronchopulmonary dysplasia; Inflammation; Pathology; Lung; Odds ratio","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001639851,0.00009024978,0.0004097141,0.0002151368,0.0000933614,0.000005053177,0.0001393066,0.00005981253,0.00006873682],"category_scores_gemma":[0.001952626,0.00006565626,0.00003328424,0.000344385,0.003851896,0.0001391286,0.00004713008,0.0003654021,7.524924e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714125,"about_ca_system_score_gemma":0.0002303273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538752,"about_ca_topic_score_gemma":0.0006449203,"domain_scores_codex":[0.9978877,0.0005740331,0.0004422737,0.0001333842,0.0007449749,0.0002176414],"domain_scores_gemma":[0.9982577,0.0005857112,0.0003080964,0.0000858026,0.0005318155,0.0002308806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009200402,0.0001014339,0.4560894,0.0002453329,0.00004512352,0.00008434815,0.01601968,0.000002875699,0.01209651,0.001888752,0.0002602003,0.5122463],"study_design_scores_gemma":[0.009378844,0.04097461,0.4171601,0.01478035,0.0008413392,0.00007691509,0.3271484,0.00009433529,0.1540311,0.002077388,0.03230562,0.00113102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908017,0.004808487,0.00003391819,0.003563427,0.00003456968,0.0002574268,0.000007792552,0.000004707354,0.0004879536],"genre_scores_gemma":[0.9988535,0.0002838495,0.000566102,0.00009605202,0.0001677602,0.00001905566,1.345022e-7,0.000007248327,0.00000630889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5111153,"threshold_uncertainty_score":0.998859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891186868772972,"score_gpt":0.4339919660676276,"score_spread":0.4050800973798979,"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."}}