{"id":"W4296035329","doi":"10.1136/thorax-2022-219086","title":"Beyond borders: cystic fibrosis survival between Australia, Canada, France and New Zealand","year":2022,"lang":"en","type":"article","venue":"Thorax","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University; St. Michael's Hospital","funders":"Canadian Lung Association; Cystic Fibrosis Canada","keywords":"Medicine; Cystic fibrosis; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001244318,0.0002771713,0.0004288185,0.001303792,0.0009634321,0.001403491,0.0005727491,0.0004631991,0.001928834],"category_scores_gemma":[0.003937991,0.0001567161,0.0009950807,0.001841406,0.0006094989,0.0008205887,0.001309087,0.0009215829,0.0001345611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007124406,"about_ca_system_score_gemma":0.01064334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9000044,"about_ca_topic_score_gemma":0.9039882,"domain_scores_codex":[0.9990115,0.0000933612,0.00007735473,0.0002483694,0.0002516861,0.0003176532],"domain_scores_gemma":[0.9976286,0.0001660655,0.0008904545,0.0001172886,0.0006986518,0.000498906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001566899,0.00001203868,0.9921361,0.00004851955,0.0001790741,0.0001536005,0.0006923032,0.0001387901,0.00009324397,0.0002441475,0.001112433,0.005033139],"study_design_scores_gemma":[0.000006871674,0.00001835712,0.9978897,0.00005289844,0.00004879013,0.0001287127,0.0004959957,0.0001726905,0.00001943365,0.00005237233,0.001105446,0.000008735116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896444,0.002761427,0.0001415955,0.0009671649,0.00003424159,0.00002524477,0.003613529,0.000009412415,0.002802946],"genre_scores_gemma":[0.996958,0.0007280104,0.0001163415,0.0001089297,0.00001216042,0.00001571632,0.001502545,0.000005182243,0.0005531283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09999561,"threshold_uncertainty_score":0.201169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825284828880939,"score_gpt":0.3275185551354503,"score_spread":0.2992657068466408,"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."}}