{"id":"W4401754842","doi":"10.1183/23120541.00412-2024","title":"The Canadian Bronchiectasis and Nontuberculous Mycobacteria Registry: a study protocol","year":2024,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; University of Calgary; University Health Network; Alberta Health Services","funders":"Trudell Medical International; Insmed","keywords":"Medicine; Bronchiectasis; Nontuberculous mycobacteria; Mycobacterium avium complex; Protocol (science); Mycobacterium; Tuberculosis; Pathology; Internal medicine; Lung; Alternative medicine","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004510464,0.0001571204,0.0002484452,0.0002856051,0.001266282,0.003086717,0.0007853082,0.00007071286,0.0004361297],"category_scores_gemma":[0.001789376,0.00009503648,0.0000376259,0.0009292214,0.0005103661,0.0002342261,0.0007941949,0.001047262,0.0002964409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000628188,"about_ca_system_score_gemma":0.003397447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3230537,"about_ca_topic_score_gemma":0.6658335,"domain_scores_codex":[0.9963999,0.0005070218,0.000257099,0.0006132969,0.001251279,0.0009713991],"domain_scores_gemma":[0.997233,0.0007785893,0.00001679654,0.0008707729,0.000339296,0.0007614945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006870677,0.000858189,0.04140693,0.001779002,0.0009357798,0.006758257,0.005074437,0.000001244667,0.007140037,0.0059282,0.4230841,0.5001631],"study_design_scores_gemma":[0.001493765,0.00201793,0.07092392,0.0003335268,0.00001488737,0.0001774428,0.001532256,0.0002580213,0.0001812862,0.0005905441,0.9223384,0.0001379933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1477137,0.001150705,0.000003595174,0.0328553,0.0002683395,0.6477757,0.00008232198,0.0001352685,0.1700151],"genre_scores_gemma":[0.7142196,0.00003647952,0.0003958035,0.00005688204,0.0003024509,0.2552083,0.00001190464,0.00006703341,0.02970153],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.5665059,"threshold_uncertainty_score":0.9979482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09556609357838332,"score_gpt":0.4959628750884179,"score_spread":0.4003967815100346,"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."}}