{"id":"W4200614171","doi":"10.20944/preprints202112.0050.v1","title":"International Approaches to Management of CFTR-Related Metabolic Syndrome / Cystic Fibrosis Screen Positive, Inconclusive Diagnosis","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystic fibrosis; Cystic fibrosis transmembrane conductance regulator; Anxiety; Medicine; Clinical Practice; Health professionals; Computer-assisted web interviewing; Family medicine; Health care; Psychiatry; Internal medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01073991,0.0002060402,0.0002023086,0.0007365583,0.002261206,0.002952766,0.000856227,0.0008285037,0.003460548],"category_scores_gemma":[0.02595918,0.0002314221,0.0002371374,0.0009706759,0.002521076,0.002004861,0.004455259,0.001771305,0.000405972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831018,"about_ca_system_score_gemma":0.007188324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005432013,"about_ca_topic_score_gemma":0.01108545,"domain_scores_codex":[0.9903815,0.006578006,0.0006831761,0.0006780174,0.0009586407,0.0007205541],"domain_scores_gemma":[0.9844959,0.006573456,0.003493879,0.0006400049,0.001656887,0.003139858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001627195,0.0004471453,0.3571278,0.001188237,0.00008258461,0.00391772,0.3507642,0.000420341,0.002277337,0.01412331,0.01226558,0.2572231],"study_design_scores_gemma":[0.0000618534,0.0007404601,0.183027,0.003578392,0.00009144835,0.01174141,0.6504729,0.0005666673,0.001561144,0.007558775,0.1404932,0.000106854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8399056,0.01438294,0.007446748,0.08124215,0.0007333338,0.0002601219,0.0001855223,0.00006830402,0.05577521],"genre_scores_gemma":[0.9743017,0.008642191,0.007311493,0.006745421,0.0001791458,0.0001573999,0.00007946209,0.0000280978,0.002555169],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01073991,"threshold_uncertainty_score":0.05679876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119421633735814,"score_gpt":0.3538343160737309,"score_spread":0.2418921527001495,"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."}}