{"id":"W6976629300","doi":"10.60692/bz342-dd882","title":"Candidate Markers Associated with the Probability of Future Pulmonary Exacerbations in Cystic Fibrosis Patients","year":2014,"lang":"en","type":"article","venue":"Greater South Information System","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Cystic fibrosis; C-reactive protein; Prospective cohort study; Cohort; Respiratory disease; Cohort study; Risk factor; Tumor necrosis factor alpha; Biomarker; Disease","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":[0.0003783866,0.0003036185,0.000478007,0.0005432617,0.0003506047,0.0004838009,0.0001832451,0.0006331647,0.0008578986],"category_scores_gemma":[0.002284867,0.0001909127,0.0003871593,0.0005254644,0.0001580882,0.0002991434,0.0002463359,0.00059796,0.0001427924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185592,"about_ca_system_score_gemma":0.000175508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339726,"about_ca_topic_score_gemma":0.001240985,"domain_scores_codex":[0.9997512,0.00006900285,0.00003900115,0.00005612589,0.00003946747,0.00004535765],"domain_scores_gemma":[0.9987891,0.0003396643,0.0005138877,0.00005226265,0.0001034322,0.0002016011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001785172,0.00002490708,0.9981315,0.000006426201,0.00002274049,0.00008209738,0.00001926547,0.00005687929,0.0003397661,0.0000066266,0.00003093072,0.001100344],"study_design_scores_gemma":[0.000004528701,0.0001275434,0.998887,0.000004948157,0.00002578891,0.0002949696,0.00004815279,0.0004151163,0.00009356106,0.00002267157,0.00007274344,0.000003064015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991156,0.0004849549,0.00009582411,0.00003380014,0.000003812759,0.000005663959,0.00009040832,0.000002758633,0.0001670708],"genre_scores_gemma":[0.9996235,0.00007978848,0.00009393592,0.00001312716,0.000007488457,0.000004753022,0.0001171622,6.950035e-7,0.00005952436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001339726,"threshold_uncertainty_score":0.002869904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299720237287391,"score_gpt":0.3405012280144234,"score_spread":0.2105292042856843,"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."}}