{"id":"W4401632013","doi":"10.1159/000540604","title":"Lack of Blinding May Affect Objective Outcomes in Trials on Neonatal Ventilation","year":2024,"lang":"en","type":"letter","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Blinding; Medicine; Affect (linguistics); Intensive care medicine; Ventilation (architecture); Mechanical ventilation; Pediatrics; Clinical trial; Anesthesia; Internal medicine; Psychology","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":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2662938,0.001333755,0.004926677,0.002402673,0.003323298,0.007483902,0.003235802,0.05175703,0.009585602],"category_scores_gemma":[0.6756397,0.001658169,0.00429946,0.002825383,0.009109823,0.007263077,0.003400422,0.02449418,0.005395608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006970539,"about_ca_system_score_gemma":0.007683309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837137,"about_ca_topic_score_gemma":0.004785329,"domain_scores_codex":[0.5932726,0.3066478,0.06112161,0.008181693,0.02585351,0.004922801],"domain_scores_gemma":[0.2250365,0.7105306,0.02683591,0.01279802,0.01797462,0.006824248],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008760457,0.0002593479,0.01248474,0.004151397,0.002244695,0.002667719,0.00147239,0.0005321841,0.0006164833,0.02754523,0.8171523,0.122113],"study_design_scores_gemma":[0.01943199,0.002662092,0.01697169,0.01048933,0.002802621,0.00462083,0.0008729373,0.004245078,0.002031249,0.1431695,0.7922271,0.0004756824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002175848,0.005680901,0.002393278,0.945323,0.03465559,0.0004472549,0.0005133192,0.0001223934,0.008688415],"genre_scores_gemma":[0.02137308,0.001837364,0.004243831,0.9040539,0.06396248,0.001742123,0.000105041,0.00008848024,0.002593587],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9950733,"threshold_uncertainty_score":0.9047903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1983814821963318,"score_gpt":0.4895823824950782,"score_spread":0.2912009002987465,"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."}}