{"id":"W2770423780","doi":"10.1002/ppul.23890","title":"Methacholine challenge test: Comparison of tidal breathing and dosimeter methods in children","year":2017,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Dosimeter; Nebulizer; Asthma; Cutoff; Population; Nuclear medicine; Dosimetry; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003353407,0.0001424574,0.0005494523,0.0002555253,0.000089854,0.00001080802,0.0001621725,0.0001886397,0.00003264614],"category_scores_gemma":[0.0006989891,0.0001169247,0.00006807417,0.00007049642,0.0001487607,0.00008031304,0.0001522755,0.0002735059,0.000005961168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001595125,"about_ca_system_score_gemma":0.00005651379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009652142,"about_ca_topic_score_gemma":0.000006018635,"domain_scores_codex":[0.9989147,0.000111056,0.0003579717,0.0002834514,0.00009288124,0.0002399338],"domain_scores_gemma":[0.9989331,0.0002273733,0.0002600053,0.0004214653,0.00003771257,0.0001203486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004845055,0.0003254298,0.9273601,0.0000527296,0.00001961672,0.00002236674,0.0001323967,9.032621e-7,0.0004715638,0.00001758436,0.00003902319,0.07150985],"study_design_scores_gemma":[0.001226768,0.0003752027,0.996846,0.00001016633,0.0001878328,0.00006324246,0.00003202206,0.0002530861,0.0005102803,0.0001163822,0.0002719687,0.000107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891241,0.008900963,0.0002613917,0.0005191079,0.00008353608,0.0002245748,0.00001045559,0.00002309272,0.0008527552],"genre_scores_gemma":[0.9923117,0.0005244401,0.006652604,0.00006519556,0.0003573781,0.00001224058,0.000005847366,0.00001565494,0.00005499561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07140285,"threshold_uncertainty_score":0.4768049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165216213985629,"score_gpt":0.3945443526962001,"score_spread":0.3628921905563438,"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."}}