{"id":"W1856226636","doi":"10.1089/ped.2015.0531","title":"Survival in Cystic Fibrosis: Trends, Clinical Factors, and Prediction Models","year":2015,"lang":"en","type":"review","venue":"Pediatric Allergy Immunology and Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Cystic fibrosis; Lung transplantation; Intensive care medicine; Disease; Overall survival; Pediatrics; Respiratory failure; Transplantation; 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":[0.001951581,0.0008608436,0.001304404,0.002627037,0.0001744809,0.001004795,0.0008294374,0.0007450983,0.00159778],"category_scores_gemma":[0.005597779,0.0002249172,0.001259521,0.002478736,0.000329315,0.000842334,0.0004863219,0.001498833,0.0005553325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009097522,"about_ca_system_score_gemma":0.00141557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004282259,"about_ca_topic_score_gemma":0.004484813,"domain_scores_codex":[0.999542,0.0001584037,0.00007050463,0.00008329371,0.0001210504,0.00002471427],"domain_scores_gemma":[0.9972233,0.002060578,0.0002807275,0.0000334089,0.0003252517,0.00007687064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001656317,0.0000827376,0.01925552,0.01462115,0.0009227463,0.0001771975,0.0001547522,0.004889964,0.0001921556,0.004939114,0.02749465,0.9271044],"study_design_scores_gemma":[0.0001044615,0.0009317185,0.06989384,0.06677426,0.005700119,0.004418401,0.0007358385,0.01694105,0.001045642,0.03337557,0.7997671,0.0003119881],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00106413,0.9961814,0.0006660181,0.00114062,0.000153744,0.000006711233,0.0002172223,0.0000158207,0.0005543545],"genre_scores_gemma":[0.008678433,0.98934,0.000947608,0.0002383582,0.000263204,0.00001708226,0.0002997402,0.000004808558,0.0002107275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004282259,"threshold_uncertainty_score":0.01032102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08145193293168998,"score_gpt":0.3764357259406285,"score_spread":0.2949837930089385,"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."}}