{"id":"W4416738774","doi":"10.1002/ppul.71400","title":"Commentary on: Comparison of Bovine Lipid Extract Surfactant and Poractant Alfa Administered via LISA in Preterm Infants (28 + 0 to 34 + 6 Week) With Respiratory Distress Syndrome: A Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Respiratory distress; Randomized controlled trial; Neonatal respiratory distress syndrome; Pulmonary surfactant; Surfactant therapy; Intensive care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01306496,0.00169939,0.004023817,0.001405393,0.002629502,0.003420485,0.00581655,0.04304202,0.02591792],"category_scores_gemma":[0.08728389,0.001020408,0.003551005,0.002050637,0.002291009,0.003547233,0.001354997,0.0221047,0.009040724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007540558,"about_ca_system_score_gemma":0.01156937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559504,"about_ca_topic_score_gemma":0.01892419,"domain_scores_codex":[0.9921365,0.00359218,0.001074662,0.0008607791,0.001888535,0.0004474485],"domain_scores_gemma":[0.9362838,0.04426392,0.00244434,0.00110347,0.01292402,0.002980387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008114115,0.00002555781,0.0001283788,0.001440179,0.0001566581,0.00008728071,0.0000513729,0.0000442955,0.00005542648,0.0008714282,0.9905277,0.005800301],"study_design_scores_gemma":[0.009382077,0.0006407807,0.002417918,0.01887164,0.001803891,0.0003441349,0.0006335183,0.0009460059,0.0005915981,0.01229139,0.9518309,0.0002462606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004739174,0.005990728,0.0001775238,0.8281481,0.1611329,0.0003237675,0.001414849,0.0001160457,0.002222313],"genre_scores_gemma":[0.004647219,0.003754291,0.0005647496,0.8938298,0.08900721,0.0006385531,0.0003499078,0.00007134806,0.007136862],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04304202,"threshold_uncertainty_score":0.08670408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867080187927186,"score_gpt":0.3601642934688195,"score_spread":0.3314934915895476,"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."}}