{"id":"W4241563488","doi":"10.1111/resp.13699_249","title":"MIPAF STUDY: MALAYSIAN OBSERVATIONAL STUDY TO DESCRIBE IDIOPATHIC PULMONARY FIBROSIS (IPF) BASELINE PRESENTATION AND OUTCOME WITH ANTI FIBROTIC","year":2019,"lang":"en","type":"article","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Observational study; Presentation (obstetrics); Baseline (sea); Internal medicine; Pulmonary fibrosis; Fibrosis; Lung; Surgery","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":[0.001419974,0.0006070761,0.0006944666,0.0005010654,0.0005187631,0.0007315066,0.0004637672,0.0005174507,0.001762494],"category_scores_gemma":[0.002118809,0.0003900853,0.0007063218,0.0007648884,0.0003158922,0.0007118261,0.0006928232,0.0007854523,0.000351601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006268746,"about_ca_system_score_gemma":0.000978839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003577651,"about_ca_topic_score_gemma":0.004234552,"domain_scores_codex":[0.9988992,0.0003925956,0.000168771,0.0002633606,0.0001306879,0.0001454296],"domain_scores_gemma":[0.9986979,0.000133054,0.0006737138,0.0001643466,0.0001165895,0.0002144433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0017547,0.0002123934,0.9942033,0.0001345625,0.0004169261,0.0001143014,0.0001254067,0.00005810944,0.0002655991,0.00006502347,0.0004525455,0.002197282],"study_design_scores_gemma":[0.0003149581,0.0009073558,0.9960999,0.00008719944,0.0003450007,0.0008058377,0.00024905,0.0001940399,0.0001445678,0.00005255057,0.0007809575,0.00001861828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937871,0.001119025,0.0004297266,0.0001071973,0.00001876385,0.0002337479,0.003245282,0.00001010076,0.001049197],"genre_scores_gemma":[0.996967,0.0002034227,0.0003953718,0.0001314851,0.0000348675,0.0001992547,0.001808863,0.00000482821,0.0002549294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003577651,"threshold_uncertainty_score":0.007509649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04743837442642682,"score_gpt":0.321911413897585,"score_spread":0.2744730394711582,"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."}}