{"id":"W2315520245","doi":"10.1155/2004/389625","title":"Surfactant — Where Are We in 2003?","year":2004,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; St Joseph's Health Centre","funders":"","keywords":"Pulmonary surfactant; ARDS; Medicine; Intensive care medicine; Acute respiratory distress; Mechanical ventilation; Surfactant therapy; Respiratory distress; Lung; Anesthesia; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001654745,0.0009519092,0.001606971,0.001621825,0.000949227,0.00285563,0.001089036,0.003920637,0.004759998],"category_scores_gemma":[0.0028416,0.0003297614,0.000442512,0.003235282,0.00151545,0.005156604,0.001064553,0.004233396,0.005172138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003188877,"about_ca_system_score_gemma":0.005638282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01410869,"about_ca_topic_score_gemma":0.02217378,"domain_scores_codex":[0.9993945,0.0001144631,0.0001004776,0.0001007185,0.0002297576,0.00006002794],"domain_scores_gemma":[0.9985922,0.0002717153,0.000121447,0.00004940396,0.0007572204,0.000207975],"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":[0.0001529263,0.00004183405,0.0004561067,0.007287588,0.00004451356,0.0003106574,0.0001811852,0.0001335424,0.0009552605,0.008509427,0.1889148,0.7930121],"study_design_scores_gemma":[0.000008391517,0.0000288132,0.0003208573,0.001942878,0.00001615311,0.0004947251,0.000162671,0.00001822516,0.00008627673,0.001352014,0.9955606,0.000008206945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004219704,0.9918602,0.00004607847,0.005513593,0.001749325,0.000001912391,0.000009232115,0.000005382351,0.0007721992],"genre_scores_gemma":[0.0005849152,0.9919214,0.0001571331,0.003893369,0.001188363,0.000004959984,0.00002024985,0.000004053533,0.002225613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01410869,"threshold_uncertainty_score":0.0280531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467317351787905,"score_gpt":0.4156414790800771,"score_spread":0.2689097439012867,"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."}}