{"id":"W7128917438","doi":"10.1183/2312508x.10027024","title":"Clinical trial outcome measures in cough","year":2025,"lang":"en","type":"book-chapter","venue":"European Respiratory Society eBooks","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Clinical trial; Context (archaeology); Outcome (game theory); Chronic cough; MEDLINE","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":[0.1587121,0.001517524,0.004746337,0.003766638,0.001507009,0.00536999,0.002366513,0.004466545,0.02563898],"category_scores_gemma":[0.2526371,0.0004680786,0.007119739,0.006370738,0.002085098,0.004576941,0.004263707,0.006514523,0.005408608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004222271,"about_ca_system_score_gemma":0.005906109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000898205,"about_ca_topic_score_gemma":0.001589036,"domain_scores_codex":[0.6926809,0.2220591,0.04876675,0.00777596,0.02604488,0.002672388],"domain_scores_gemma":[0.6905016,0.1911398,0.06973831,0.01441956,0.02977041,0.004430253],"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":[0.0619101,0.001211084,0.03869833,0.1226935,0.03232727,0.0002545484,0.001655441,0.00269401,0.001240452,0.04958709,0.2454711,0.442257],"study_design_scores_gemma":[0.02860909,0.01539939,0.09063575,0.07573976,0.01382235,0.0007629786,0.0009221063,0.003773917,0.002052853,0.05020311,0.7175467,0.0005321022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.03223737,0.3719482,0.08435091,0.04484393,0.02978437,0.1381018,0.09450146,0.002045782,0.2021862],"genre_scores_gemma":[0.2812879,0.05647054,0.1010349,0.04915633,0.01179219,0.4331909,0.04528133,0.001131285,0.02065466],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1587121,"threshold_uncertainty_score":0.8393599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2138309432716406,"score_gpt":0.4039616465854036,"score_spread":0.190130703313763,"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."}}