{"id":"W7151794478","doi":"10.70675/b0da5419z34f4z440dz90a0z761a145104a8","title":"Toxicité pulmonaire in vitro de mélanges complexes de polluants de l'air intérieur : effets d'une exposition répétée à l'Interface Air-Liquide (IAL)","year":2023,"lang":"","type":"dissertation","venue":"","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental pollution; Lung disease; Cometabolism","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":[0.0003268282,0.0004127161,0.0003991438,0.0001844906,0.0002340883,0.0003659476,0.0001359908,0.0004796811,0.001376354],"category_scores_gemma":[0.0002103593,0.0002163513,0.0004666796,0.000146578,0.0002358676,0.0002174687,0.0003436682,0.0003872219,0.000309389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000183726,"about_ca_system_score_gemma":0.0002331396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756139,"about_ca_topic_score_gemma":0.002598953,"domain_scores_codex":[0.9996688,0.00008835246,0.00003090109,0.00008409123,0.00008017012,0.00004770046],"domain_scores_gemma":[0.9998289,0.00005982185,0.00002743486,0.00001819983,0.00004370707,0.00002180754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002519613,0.00006918528,0.001060991,0.0001213893,0.00001519931,0.0000603663,0.00008762403,0.00008793477,0.9965249,0.00001823731,0.00001859243,0.001683718],"study_design_scores_gemma":[0.00004146115,0.00514564,0.02495449,0.00003510223,0.00008740381,0.0003085344,0.0002434362,0.001009552,0.965195,0.00003988592,0.002924477,0.00001496924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941559,0.002505193,0.001609603,0.00004577381,0.0000438836,0.00008842271,0.0002024705,0.00001646228,0.001332347],"genre_scores_gemma":[0.9855368,0.002543568,0.004591866,0.0001106344,0.00002690966,0.0001692791,0.0008259752,0.00001532812,0.00617977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001756139,"threshold_uncertainty_score":0.004604399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705533631028597,"score_gpt":0.3122945184910795,"score_spread":0.2952391821807935,"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."}}