{"id":"W2594273274","doi":"10.1111/jpc.13500","title":"The fascinating story of surfactant","year":2017,"lang":"en","type":"article","venue":"Journal of Paediatrics and Child Health","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Karolinska Institutet","keywords":"Pulmonary surfactant; Medicine; Surface tension; Isotonic; Respiratory distress; Psychoanalysis; Surgery; Internal medicine; Chemical engineering; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005071622,0.00006762434,0.0003063878,0.0001094359,0.001216613,0.00003169374,0.0001908892,0.00004453941,0.000004353994],"category_scores_gemma":[0.002062427,0.00003966988,0.00007707504,0.00006315966,0.0001167975,0.00007991911,0.00006588417,0.0008834049,8.0645e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009450879,"about_ca_system_score_gemma":0.001165406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004163859,"about_ca_topic_score_gemma":0.00002185668,"domain_scores_codex":[0.9984038,0.0001321028,0.0005180276,0.00007651187,0.000608068,0.0002614186],"domain_scores_gemma":[0.9973529,0.0004445681,0.001195055,0.000265721,0.0003471246,0.0003946072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007553971,0.000184963,0.1728101,0.002544046,0.00007539349,0.0001084946,0.0008691957,0.000002530715,0.00007909816,0.002032493,0.004366036,0.8161722],"study_design_scores_gemma":[0.002639088,0.002916726,0.8321578,0.000400229,0.00002961932,0.0002256362,0.0005302366,0.00007346588,0.00008438229,0.0003104373,0.1605538,0.00007855705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8542719,0.08243484,0.00003771494,0.06157742,0.0004864064,0.0002743235,0.000008569375,0.000003155038,0.0009056323],"genre_scores_gemma":[0.9579626,0.04045286,0.0002276516,0.000721339,0.0005626464,4.368655e-7,1.774199e-7,0.00001009761,0.00006222145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8160937,"threshold_uncertainty_score":0.9357322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996557607955468,"score_gpt":0.3869060079373783,"score_spread":0.3469404318578236,"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."}}