{"id":"W4410201897","doi":"10.1016/j.chest.2024.12.010","title":"Response","year":2025,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"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":[0.002833012,0.0011748,0.00176646,0.001257064,0.006871629,0.006502846,0.002736073,0.09103823,0.03325979],"category_scores_gemma":[0.02250279,0.001023886,0.002127118,0.0007757831,0.002814468,0.002697279,0.003204289,0.04633104,0.02354161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006743581,"about_ca_system_score_gemma":0.007040836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01122273,"about_ca_topic_score_gemma":0.01663683,"domain_scores_codex":[0.9961799,0.0006781339,0.0003601851,0.000620814,0.0009698278,0.00119111],"domain_scores_gemma":[0.9925924,0.002652972,0.0006110243,0.0002646158,0.001644081,0.002234955],"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":[0.00004401431,0.00002216691,0.0006050207,0.00003739445,0.00001676932,0.002139566,0.0001256559,0.00004468846,0.0001227068,0.001010042,0.9932306,0.002601353],"study_design_scores_gemma":[0.0001339145,0.00009158439,0.002372907,0.0004416372,0.00005260212,0.002547451,0.001158629,0.000390567,0.0002582321,0.004155044,0.9883106,0.00008692114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005468116,0.0005360957,0.00007764288,0.9532186,0.03806381,0.00004332677,0.0001155828,0.00006065136,0.007337405],"genre_scores_gemma":[0.002100022,0.0002531036,0.00008176337,0.9639963,0.01483549,0.00005327613,0.00004708122,0.00001903184,0.01861385],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09103823,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03322043393101388,"score_gpt":0.3334525636780878,"score_spread":0.3002321297470739,"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."}}