{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003192751,0.0002138613,0.0005032418,0.002242523,0.0001456615,0.00001726635,0.0003813865,0.0001465912,0.00009442402],"category_scores_gemma":[0.0003240992,0.0001569844,0.00007272168,0.004383893,0.0001469838,0.0001186588,0.0001547839,0.0003619724,0.00002796327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222739,"about_ca_system_score_gemma":0.0003972216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03658476,"about_ca_topic_score_gemma":0.01184576,"domain_scores_codex":[0.9978871,0.0002341405,0.0005163415,0.0004116317,0.0003699569,0.0005808033],"domain_scores_gemma":[0.9982929,0.0006654882,0.0001599875,0.0004975914,0.0002288301,0.0001552395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002759786,0.0004704499,0.9848564,0.0002286633,0.000442907,0.0002956334,0.0002921291,0.00007666332,0.000006545476,0.007541361,0.00070217,0.00481108],"study_design_scores_gemma":[0.002049697,0.0004509285,0.9938831,0.0001066812,0.0007385077,0.00001921154,0.0001585946,0.00007071416,0.00001492958,0.0008753305,0.001501278,0.0001310179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983578,0.003200632,0.0002948181,0.004331138,0.0001482733,0.002224673,0.0002860208,0.00003444686,0.005901967],"genre_scores_gemma":[0.9936464,0.001170852,0.004140453,0.0002408241,0.00002273218,0.0003991603,0.0002009861,0.00001917694,0.0001593822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02473901,"threshold_uncertainty_score":0.9698307,"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."}}