{"id":"W2070287461","doi":"10.1046/j.1365-2222.2001.01217.x","title":"Sputum induction: effect of nebulizer output and inhalation time on cell counts and fluid‐phase measures","year":2001,"lang":"en","type":"article","venue":"Clinical & Experimental Allergy","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Merck Canada","keywords":"Nebulizer; Sputum; Hypertonic saline; Inhalation; Eosinophil cationic protein; Medicine; Saline; Chemistry; Anesthesia; Eosinophil; Pharmacology; Immunology; Chromatography; Asthma; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001424567,0.000380505,0.0003979197,0.0001938786,0.0001679209,0.0004250118,0.0002878938,0.0003075671,0.001085798],"category_scores_gemma":[0.004585218,0.0002027429,0.0003074152,0.000214975,0.0004919626,0.0002744528,0.0003792388,0.000731211,0.000342822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002869607,"about_ca_system_score_gemma":0.0002739585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002786158,"about_ca_topic_score_gemma":0.0003063876,"domain_scores_codex":[0.9990014,0.0003762639,0.00008633771,0.0001099088,0.0003142296,0.000111786],"domain_scores_gemma":[0.9952704,0.003028345,0.0009467857,0.0002241084,0.0002406367,0.0002896489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0349101,0.001505297,0.1209297,0.0003628334,0.0001566544,0.0003094472,0.0003667302,0.0006760359,0.776329,0.0000340828,0.0002464555,0.06417361],"study_design_scores_gemma":[0.0005332615,0.03884914,0.5030541,0.00005127841,0.0003278126,0.0007946554,0.0001021588,0.002299314,0.4525968,0.000067562,0.001292496,0.00003144632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972778,0.001055142,0.0009885476,0.00003699317,0.00001577578,0.00008824274,0.0001046612,0.00004298008,0.0003898507],"genre_scores_gemma":[0.9966127,0.0003597825,0.002103134,0.00006289994,0.0000313569,0.00009912957,0.0003220666,0.0000264939,0.0003824206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001424567,"threshold_uncertainty_score":0.007533908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427441610794102,"score_gpt":0.3625603125786457,"score_spread":0.3198161514992355,"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."}}