{"id":"W3041579097","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a3025","title":"Investigating the Repeatability of Cough Endpoints from the Mannitol Inhalation Cough Challenge (MICC)","year":2020,"lang":"en","type":"article","venue":"","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Repeatability; Inhalation; Mannitol; Anesthesia; Medicine; Chemistry; Chromatography; Organic chemistry","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":[0.01384754,0.0007631144,0.001004438,0.0006305171,0.0007683983,0.001402504,0.0008468932,0.001487401,0.001043064],"category_scores_gemma":[0.03262446,0.0004532,0.0008180524,0.0004384379,0.000761069,0.0009894294,0.001074806,0.001507067,0.0006923348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004689314,"about_ca_system_score_gemma":0.0009832339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169572,"about_ca_topic_score_gemma":0.002386092,"domain_scores_codex":[0.983862,0.004970838,0.001432708,0.002985902,0.006050447,0.0006980968],"domain_scores_gemma":[0.9721659,0.01119564,0.005072273,0.004942066,0.005826648,0.0007973427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0135627,0.002415413,0.7159451,0.0009883372,0.002540816,0.000416499,0.003000275,0.002498332,0.1539569,0.0009302131,0.003592113,0.1001533],"study_design_scores_gemma":[0.0001029318,0.01377948,0.9487169,0.00006189841,0.0005662283,0.0006367284,0.0003830284,0.003999999,0.02718596,0.0002754465,0.004219477,0.00007178445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648288,0.002196148,0.0245544,0.0001963297,0.0007554769,0.001016754,0.001568632,0.0003022559,0.004581273],"genre_scores_gemma":[0.9906234,0.0001881171,0.005674767,0.0002625803,0.0002926893,0.0006476576,0.001215885,0.0000893048,0.001005612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01384754,"threshold_uncertainty_score":0.0732336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06486994509291345,"score_gpt":0.289094445368683,"score_spread":0.2242245002757696,"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."}}