{"id":"W4200339735","doi":"10.1183/16000617.0077-2021","title":"Revisiting the role of pulmonary surfactant in chronic inflammatory lung diseases and environmental exposure","year":2021,"lang":"en","type":"review","venue":"European Respiratory Review","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Pulmonary surfactant; Medicine; Lung; Context (archaeology); Respiratory distress; Disease; Respiratory disease; Respiratory system; Immunology; Homeostasis; Intensive care medicine; Pathology; Internal medicine; Biology; Anesthesia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003451549,0.0006860283,0.003130626,0.0002380746,0.0001337794,0.00003010555,0.0005270806,0.0001489217,0.0002629397],"category_scores_gemma":[0.0006119959,0.0004697047,0.000667779,0.0005713379,0.0003490309,0.0001154019,0.0007349687,0.001600428,0.0000941375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008156567,"about_ca_system_score_gemma":0.002045337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002796913,"about_ca_topic_score_gemma":9.629712e-7,"domain_scores_codex":[0.9905111,0.004755178,0.002233462,0.0009278558,0.0008743842,0.0006980207],"domain_scores_gemma":[0.9964758,0.0006086742,0.0008980639,0.001518836,0.00006062828,0.0004380683],"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":[0.000008043136,0.00002814256,0.0009638155,0.2462284,0.00007093234,0.00113473,0.000009771305,6.494972e-8,0.00001503658,0.00001703634,0.00003602826,0.751488],"study_design_scores_gemma":[0.0001791977,0.00006860725,0.0009413559,0.2336504,0.0006022461,0.0001454079,0.00003234073,0.000002189096,0.000001192153,5.402496e-7,0.7641147,0.0002618254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002129026,0.9955462,1.589059e-7,0.00003901953,0.0000548408,0.003164196,0.0001334778,0.00003131195,0.0008178983],"genre_scores_gemma":[0.0002799811,0.9978174,0.000002865881,0.0006896213,0.0006873089,0.0001372399,0.0001116575,0.0001983485,0.00007559221],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7640787,"threshold_uncertainty_score":0.9997755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04646592341855225,"score_gpt":0.3536969835268339,"score_spread":0.3072310601082816,"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."}}