{"id":"W3196575932","doi":"10.1371/journal.pone.0255375","title":"Survival analysis in lung cancer patients with interstitial lung disease","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Lung cancer; Medicine; Interstitial lung disease; Lung; Cancer; Disease; Pathology; Oncology; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0005369577,0.0001499975,0.0002258589,0.0005482688,0.0001847245,0.0002631422,0.0001345598,0.0002502669,0.001379759],"category_scores_gemma":[0.001584847,0.00007680727,0.0004089302,0.0004294796,0.0001303742,0.000211339,0.0002471466,0.0002771179,0.0001541801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642674,"about_ca_system_score_gemma":0.0001846541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006776985,"about_ca_topic_score_gemma":0.0007434127,"domain_scores_codex":[0.9997727,0.00007047667,0.00002233523,0.00004698736,0.00003996107,0.00004757421],"domain_scores_gemma":[0.9991167,0.0002767121,0.0003570655,0.00004440657,0.00008142568,0.0001235983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003413429,0.00001732557,0.9971976,0.00001421388,0.00004701644,0.00007102101,0.00001906838,0.0001262714,0.0001469626,0.00001227029,0.00005549176,0.001951422],"study_design_scores_gemma":[0.00001370076,0.000354168,0.9979,0.000007722707,0.00005374099,0.00053238,0.00005372208,0.0006692057,0.0001149322,0.00004709283,0.0002498208,0.000003456731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990335,0.0004183239,0.0001274478,0.00002857944,0.000004318815,0.000003120918,0.000226798,0.000003353807,0.0001546188],"genre_scores_gemma":[0.9995122,0.00006371755,0.00004264605,0.00000632908,0.000004615164,0.000002500481,0.0003137748,5.510609e-7,0.00005377307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001379759,"threshold_uncertainty_score":0.004615724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357167099405721,"score_gpt":0.2472983510338439,"score_spread":0.2337266800397867,"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."}}