{"id":"W4391481210","doi":"10.18103/mra.v12i1.5052","title":"Eosinophilic bronchitis – Chronic cough with a treatable trait","year":2024,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Eosinophilic; Chronic cough; Dermatology; Trait; Bronchitis; Pediatrics; Pathology; Internal medicine; Asthma; Computer science","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":[0.0003879904,0.0004081085,0.0006977312,0.0005573343,0.0008206618,0.0005625729,0.0002822393,0.00091886,0.003349409],"category_scores_gemma":[0.0007789703,0.00009123671,0.0003850633,0.0005847181,0.0007263349,0.0005223496,0.0005294774,0.00098026,0.00122127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372064,"about_ca_system_score_gemma":0.0004536246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009838645,"about_ca_topic_score_gemma":0.001548548,"domain_scores_codex":[0.9995435,0.00009405201,0.00005696682,0.00007445358,0.000123521,0.0001074835],"domain_scores_gemma":[0.9996322,0.00005796051,0.0001427772,0.00002374049,0.00004401051,0.00009925928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001312575,0.0007699851,0.3844995,0.003233029,0.0003737318,0.2385258,0.001193854,0.0003500351,0.06495998,0.01165839,0.04629251,0.2468306],"study_design_scores_gemma":[0.00008224642,0.0008173649,0.3165722,0.001199687,0.0001659613,0.57213,0.0008020756,0.0003893661,0.004347146,0.002119167,0.1013061,0.00006868414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6301506,0.1716978,0.007645504,0.01358341,0.002286188,0.0007414553,0.002686038,0.0007671278,0.1704419],"genre_scores_gemma":[0.9587253,0.01948678,0.002393286,0.003159144,0.001472458,0.0001470037,0.001290511,0.00004572101,0.01327975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003349409,"threshold_uncertainty_score":0.01120496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951743641898411,"score_gpt":0.3702996668428415,"score_spread":0.3407822304238575,"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."}}