{"id":"W4412489146","doi":"10.1002/ppul.71200","title":"Variations in the Management of Canadian Patients With CFTR Related Metabolic Syndrome/Cystic Fibrosis Screen Positive, Inconclusive Diagnosis (CRMS/CFSPID)","year":2025,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Cystic Fibrosis Canada","keywords":"Medicine; Cystic fibrosis; Metabolic syndrome; Pediatrics; Intensive care medicine; Internal medicine; Obesity","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":[0.001136819,0.000184029,0.0002526144,0.0007526083,0.005481011,0.001186548,0.001181112,0.0005292701,0.002913048],"category_scores_gemma":[0.006440326,0.00018148,0.0003753382,0.002235382,0.0008948654,0.0004135106,0.001213399,0.0009769347,0.0002110265],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03682253,"about_ca_system_score_gemma":0.04559861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9720985,"about_ca_topic_score_gemma":0.9860426,"domain_scores_codex":[0.9977469,0.0002534357,0.0001552777,0.0003119251,0.0007281079,0.0008042287],"domain_scores_gemma":[0.9961143,0.0003428791,0.0007837809,0.00005890237,0.001203491,0.001496742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002009323,0.00008417576,0.918756,0.0002426164,0.00005114719,0.001772407,0.009518554,0.000327037,0.0007309375,0.0008924815,0.01726427,0.05015949],"study_design_scores_gemma":[0.00002187102,0.00007625012,0.966687,0.0004847633,0.00004732947,0.001573534,0.01756287,0.0004933832,0.0002429689,0.0002246485,0.0125165,0.00006894066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510006,0.004913525,0.0004193494,0.01936144,0.0001810526,0.0001330192,0.003122234,0.00004500175,0.0208238],"genre_scores_gemma":[0.993936,0.001729643,0.0006678556,0.002190324,0.00003903714,0.00002396674,0.0006978,0.00001480327,0.0007005777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9631774,"threshold_uncertainty_score":0.2671674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00541821192401378,"score_gpt":0.2487240345345607,"score_spread":0.2433058226105469,"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."}}