{"id":"W1965456333","doi":"10.2310/7070.2002.19153","title":"Optimal Biopsy Techniques in the Diagnosis of Primary Ciliary Dyskinesia","year":2002,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Primary ciliary dyskinesia; Biopsy; Bronchoscopy; Nose; Sampling (signal processing); Cilium; Surgery; Radiology; Bronchiectasis; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001514594,0.0001145881,0.0004467609,0.0002577277,0.00004034616,0.000005765154,0.000494338,0.00008007859,0.0002769017],"category_scores_gemma":[0.0006261748,0.00005633401,0.0001164538,0.0003795365,0.0003908483,0.0001186309,0.00007201335,0.0005968359,0.000009574031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000614634,"about_ca_system_score_gemma":0.0000603043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000298279,"about_ca_topic_score_gemma":0.000004621057,"domain_scores_codex":[0.9982354,0.0004245648,0.0005591984,0.00008300604,0.0004466666,0.0002511412],"domain_scores_gemma":[0.998027,0.0011201,0.0002982652,0.0003244133,0.0001717847,0.00005842186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004937915,0.003152576,0.6278867,0.0007911152,0.0004466076,0.003567901,0.00550259,0.0001123587,0.2785994,0.0004022472,0.03385041,0.04075015],"study_design_scores_gemma":[0.001898537,0.003780099,0.9366564,0.0004651532,0.0001981896,0.01913258,0.0004619041,0.0002106272,0.02635533,0.0003841234,0.01031196,0.0001451161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860364,0.004586292,0.0002408615,0.007171776,0.00005298484,0.0003474281,0.000002836209,0.000008308188,0.001553065],"genre_scores_gemma":[0.9906888,0.002475119,0.006064268,0.0005322103,0.0001550373,0.00001803182,0.000001153785,0.00001293037,0.00005247824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3087696,"threshold_uncertainty_score":0.3031879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600788517631116,"score_gpt":0.2974557901906899,"score_spread":0.2714479050143787,"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."}}