{"id":"W4401452029","doi":"10.1136/bmjresp-2024-002309","title":"Socioeconomic burden of cystic fibrosis in Canada","year":2024,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of British Columbia; University of Calgary; Cystic Fibrosis Canada; University of Toronto; Hamilton Health Sciences; Dalhousie University","funders":"Institute of Genetics; Canadian Institutes of Health Research; Cystic Fibrosis Canada","keywords":"Medicine; Socioeconomic status; Cystic fibrosis; Environmental health; Family medicine; Intensive care medicine; 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":[0.0008520327,0.0003269048,0.0004007297,0.002608699,0.002338702,0.001570311,0.000736544,0.0002875323,0.005370293],"category_scores_gemma":[0.004025087,0.0001222177,0.0005721718,0.005380042,0.0006782432,0.0004257358,0.001460656,0.0007468332,0.0002247238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05206782,"about_ca_system_score_gemma":0.08917647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992774,"about_ca_topic_score_gemma":0.9919049,"domain_scores_codex":[0.9984328,0.0001354518,0.00009218208,0.00008883733,0.0008539036,0.0003968439],"domain_scores_gemma":[0.9967884,0.0001517745,0.0004076932,0.00004355999,0.001832819,0.0007758868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002016372,0.00005992523,0.7933561,0.001877612,0.0005424743,0.0007202244,0.002291535,0.0023799,0.0003288012,0.008205058,0.07534172,0.114695],"study_design_scores_gemma":[0.00002788123,0.00004188367,0.9596482,0.001573624,0.0001756804,0.0004127237,0.00212698,0.001571614,0.0001098069,0.001211997,0.03304338,0.00005623592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7006484,0.04390463,0.001821061,0.04030643,0.0005393774,0.0006308342,0.1301749,0.0001658165,0.08180867],"genre_scores_gemma":[0.971116,0.01398445,0.001231581,0.001027073,0.00008517862,0.0001131379,0.01037886,0.00001905003,0.002044695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05206782,"threshold_uncertainty_score":0.3777803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183831696388837,"score_gpt":0.4644651991879392,"score_spread":0.3460820295490555,"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."}}