{"id":"W3165713078","doi":"10.1111/ijcp.14422","title":"Screening for patients with Gaucher's disease using routine pathology results: PATHFINDER (ferritin, alkaline phosphatase, platelets) study","year":2021,"lang":"en","type":"article","venue":"International Journal of Clinical Practice","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Takeda Pharmaceutical Company","keywords":"Medicine; Ferritin; Glucocerebrosidase; Alkaline phosphatase; Internal medicine; Biomarker; Pathology; Gastroenterology; Disease; Enzyme; Genetics; Biochemistry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006266142,0.0003328736,0.0002756061,0.001250354,0.0003067357,0.0004981965,0.0002646761,0.0003852526,0.001040128],"category_scores_gemma":[0.001896462,0.0001475422,0.0002333293,0.0006805161,0.0001702306,0.0003234192,0.0002771248,0.0002616225,0.0003740516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185631,"about_ca_system_score_gemma":0.0001941806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115212,"about_ca_topic_score_gemma":0.0008958132,"domain_scores_codex":[0.999624,0.0001032412,0.00006378123,0.00009297538,0.00007561224,0.00004030703],"domain_scores_gemma":[0.9993938,0.0001744312,0.0001939865,0.00003667963,0.0001012538,0.00009986466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002132693,0.00005215028,0.9937735,0.00001852491,0.00002282931,0.0006210248,0.00007150356,0.00003050248,0.001034977,0.00002126161,0.0002174226,0.003923089],"study_design_scores_gemma":[0.00006134112,0.0008254137,0.984786,0.00003579689,0.0000933574,0.00964562,0.0003033169,0.0006869542,0.001977903,0.00008043199,0.001492828,0.00001101217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987017,0.0002883906,0.0001769345,0.00004614786,0.000005611637,0.00001969506,0.0002295206,0.0000114032,0.0005206459],"genre_scores_gemma":[0.9990653,0.0000901283,0.00034132,0.00004814183,0.000008961675,0.00001172194,0.0002738158,0.000002012422,0.0001586345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001250354,"threshold_uncertainty_score":0.0034796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146056134562556,"score_gpt":0.4814354917455476,"score_spread":0.366829878289292,"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."}}