{"id":"W4379519428","doi":"10.1164/rccm.202305-0843le","title":"Reply to Lipworth and Chan","year":2023,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"AstraZeneca; Amgen","keywords":"Medicine; Humanities","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":[0.02394804,0.001824047,0.004074034,0.002315743,0.002924152,0.006207572,0.005375897,0.04445545,0.01296065],"category_scores_gemma":[0.1382425,0.00141434,0.002519783,0.002353854,0.006043926,0.009353782,0.003760537,0.06658143,0.01265165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005089469,"about_ca_system_score_gemma":0.008109636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005132448,"about_ca_topic_score_gemma":0.005662781,"domain_scores_codex":[0.9855769,0.004450246,0.002182942,0.002883685,0.004249752,0.0006563957],"domain_scores_gemma":[0.9130127,0.05112017,0.004155176,0.004003596,0.02217216,0.005536275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004325349,0.00001001197,0.0001358721,0.0001491074,0.00002671559,0.0001257765,0.00005341429,0.00001900597,0.00002887352,0.0006411164,0.9943861,0.004380768],"study_design_scores_gemma":[0.0001611302,0.00005332907,0.0007891134,0.001158606,0.00006614914,0.001044809,0.0003581771,0.0002031063,0.0001686826,0.005600433,0.9902644,0.0001320641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008765742,0.003597865,0.0001626456,0.9105722,0.08490873,0.00002758426,0.00009714551,0.00003781766,0.0005084398],"genre_scores_gemma":[0.0006373896,0.001607208,0.0002800949,0.9513668,0.04430918,0.00006609038,0.00002949626,0.00002245708,0.001681363],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04445545,"threshold_uncertainty_score":0.1266508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940388625630562,"score_gpt":0.3313799286601353,"score_spread":0.3119760424038296,"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."}}