{"id":"W4379879071","doi":"10.1183/23120541.00143-2023","title":"Exhaled volatile organic compounds associated with risk factors for obstructive pulmonary diseases: a systematic review","year":2023,"lang":"en","type":"review","venue":"ERJ Open Research","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulmonary disease; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008024932,0.001746431,0.009801428,0.01035109,0.0007554812,0.002781302,0.002137348,0.002264374,0.005284642],"category_scores_gemma":[0.03298388,0.001131306,0.008997525,0.01114922,0.0009646832,0.002471311,0.001782626,0.001119185,0.0003377742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004368743,"about_ca_system_score_gemma":0.01388834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025581,"about_ca_topic_score_gemma":0.02652375,"domain_scores_codex":[0.9925386,0.002438026,0.002714391,0.0006149082,0.00140636,0.0002876873],"domain_scores_gemma":[0.9729618,0.01895046,0.005404951,0.0003215251,0.002076757,0.0002846002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001243358,0.000009318585,0.0006638081,0.9823471,0.00681361,0.00007544596,0.0001118378,0.00005616033,0.00007409913,0.00008478421,0.0005386114,0.009100825],"study_design_scores_gemma":[0.0002278867,0.0001952828,0.005207317,0.8966495,0.08736994,0.0003376714,0.000277695,0.00009396938,0.0001475868,0.000187903,0.009266599,0.00003864319],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001635888,0.9966025,0.000148016,0.0002184791,0.00008182205,0.0004873787,0.0005843471,0.000009635346,0.0002318837],"genre_scores_gemma":[0.02290397,0.9739074,0.0007322145,0.0005225667,0.00008757063,0.001222135,0.000439186,0.00000671258,0.0001781996],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01035109,"threshold_uncertainty_score":0.04244041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403187330314173,"score_gpt":0.4030602542660656,"score_spread":0.2627415212346483,"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."}}