{"id":"W2153672749","doi":"10.1136/thorax.56.10.743","title":"Modelling survival in cystic fibrosis","year":2001,"lang":"en","type":"letter","venue":"Thorax","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Institute of Population and Public Health; Hospital for Sick Children; Toronto Public Health","funders":"","keywords":"Medicine; Cystic fibrosis; Mantra; Demography; Pediatrics; Population; Survival analysis; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002505163,0.0009552663,0.001237568,0.001028857,0.0008263328,0.001715486,0.002063818,0.003998855,0.006022523],"category_scores_gemma":[0.01784666,0.0006617132,0.00151229,0.0009809872,0.001020265,0.001330563,0.00204116,0.002496507,0.0008538345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002883923,"about_ca_system_score_gemma":0.001397625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0704459,"about_ca_topic_score_gemma":0.03294842,"domain_scores_codex":[0.999001,0.0006366708,0.00003197593,0.000122613,0.00006696633,0.0001407561],"domain_scores_gemma":[0.9906831,0.007800912,0.0005139397,0.0001859395,0.0004691877,0.0003468535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001792708,0.00003698491,0.008387242,0.00008527368,0.00008334743,0.0002214074,0.0002541101,0.9457139,0.0001435084,0.03147663,0.005052197,0.008366171],"study_design_scores_gemma":[0.00004626302,0.00004837506,0.001471514,0.00004635775,0.00002720602,0.0000893132,0.00008147624,0.9664893,0.0000447403,0.0284724,0.003158465,0.00002455698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5961241,0.01108002,0.2974302,0.0416712,0.002070239,0.0003642585,0.01296362,0.001363726,0.03693272],"genre_scores_gemma":[0.9565744,0.002261941,0.02168068,0.0009121034,0.0004697386,0.0003914781,0.002292477,0.0001525336,0.01526463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0704459,"threshold_uncertainty_score":0.1400717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04571537971992273,"score_gpt":0.3277294799128342,"score_spread":0.2820141001929115,"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."}}