{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002577027,0.0001624464,0.0003618986,0.00007798758,0.0001936192,0.00002899198,0.000153796,0.00003310256,0.001038619],"category_scores_gemma":[0.0002000919,0.000158983,0.00003610295,0.0003311998,0.00008687516,0.00007188061,0.0001681603,0.0003799071,0.0000113438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001799785,"about_ca_system_score_gemma":0.0007505142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.492368,"about_ca_topic_score_gemma":0.112078,"domain_scores_codex":[0.9980751,0.00009543048,0.0002231808,0.0003362135,0.0008059344,0.0004641475],"domain_scores_gemma":[0.998818,0.0003318392,0.0000572851,0.0003005395,0.00004458265,0.0004477168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000948586,0.00009513426,0.639724,0.0003848738,0.0002563432,0.0003537726,0.0006524623,0.0001831877,0.012303,0.0001825586,0.3069646,0.03795141],"study_design_scores_gemma":[0.001665019,0.0006687081,0.513545,0.00005462677,0.00009785491,0.00005018965,0.0002981529,0.00005206861,0.0007332736,0.001110637,0.4814524,0.0002720366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991505,0.00150081,0.0001276671,0.004974515,0.0002715342,0.0004379387,0.0004225697,0.00005077711,0.0007092176],"genre_scores_gemma":[0.9501083,0.00002157626,0.002489258,0.0001758815,0.0003398929,0.00002829363,0.0001443265,0.00003219987,0.04666026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.38029,"threshold_uncertainty_score":0.9998746,"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."}}