{"id":"W3090156659","doi":"10.1186/s12989-020-00375-x","title":"Controlled human exposures to wood smoke: a synthesis of the evidence","year":2020,"lang":"en","type":"review","venue":"Particle and Fibre Toxicology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Smoke; Materials science; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004731141,0.0001623291,0.001063128,0.0000126221,0.0001472979,0.00001442677,0.0002818853,0.0001551396,0.00052368],"category_scores_gemma":[0.0009562682,0.00009874016,0.0001533784,0.0002060011,0.0002086963,0.00005855808,0.0003098589,0.0001511958,0.0001198583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005877385,"about_ca_system_score_gemma":0.00005227004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008879442,"about_ca_topic_score_gemma":0.00008566094,"domain_scores_codex":[0.9982277,0.0005648091,0.0005005207,0.0002733548,0.0001478922,0.0002857425],"domain_scores_gemma":[0.998349,0.0009241837,0.0002339714,0.000268658,0.000004060995,0.0002201721],"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":[0.00008780161,0.00008464943,0.00133132,0.00251896,0.00006345313,0.000006034503,0.0007578559,0.00000372815,0.0002083207,0.0003662546,0.003412734,0.9911589],"study_design_scores_gemma":[0.000584879,0.001007516,0.01127827,0.003152673,0.0006899148,0.00002638578,0.00006141734,0.00003724075,0.0005204151,0.0002308764,0.9820737,0.0003367554],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01739022,0.9741818,0.000009203884,0.006518342,0.00006986442,0.001364085,0.00001483268,0.00002023888,0.0004313808],"genre_scores_gemma":[0.1193179,0.8774351,0.00008587573,0.002604263,0.00006803506,0.0002940231,3.752708e-7,0.0000188546,0.0001755394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9908221,"threshold_uncertainty_score":0.5733929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149606046086707,"score_gpt":0.3932667774840698,"score_spread":0.2436607313973628,"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."}}