{"id":"W122550447","doi":"10.1155/2014/825606","title":"Idiopathic Pulmonary Fibrosis: New Insights to Functional Characteristics at Diagnosis","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Fibrosis; Internal medicine; Intensive care medicine; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00117217,0.0005363239,0.0006742252,0.003179404,0.0002591805,0.001063573,0.0006484678,0.0009847282,0.001496146],"category_scores_gemma":[0.003784165,0.0001601095,0.0003348683,0.002063531,0.0006880233,0.001696608,0.0006543987,0.0007350883,0.0004744823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004736396,"about_ca_system_score_gemma":0.0003295075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357062,"about_ca_topic_score_gemma":0.002502574,"domain_scores_codex":[0.9995562,0.0001161713,0.00004987189,0.00008833426,0.0001223917,0.00006698758],"domain_scores_gemma":[0.9971966,0.0009727039,0.0008855619,0.0001085113,0.0004673545,0.0003693568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000122272,0.00004080188,0.9702308,0.00004963295,0.00003640583,0.0004506794,0.0001277366,0.0001806084,0.0006075785,0.0002211933,0.0006447235,0.0272876],"study_design_scores_gemma":[0.0000127734,0.0001686703,0.9894004,0.0001057483,0.00004497499,0.005145907,0.0003318166,0.001012785,0.0002262937,0.0006567457,0.002874908,0.00001897698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596236,0.02085464,0.004038986,0.002475495,0.0001631882,0.00004421157,0.00191737,0.00009823521,0.01078425],"genre_scores_gemma":[0.992093,0.003523568,0.002081222,0.0002449835,0.0007273096,0.0000175508,0.0009043654,0.00001243104,0.0003955272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003179404,"threshold_uncertainty_score":0.006199121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901384722277495,"score_gpt":0.2334657702473842,"score_spread":0.2144519230246093,"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."}}