{"id":"W4414461914","doi":"10.2196/71854","title":"Effect of Physiotherapy Intervention on Improvement of Respiratory Function and Degree of Respiratory Distress Reduction in Neonates With Respiratory Distress Syndrome: Protocol for a Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Protocol (science); Respiratory distress; Respiratory system; Neonatal respiratory distress syndrome; Distress; Clinical Practice; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0423629,0.006308428,0.02417067,0.00921849,0.004146322,0.007230419,0.004844863,0.006771104,0.04871567],"category_scores_gemma":[0.05349273,0.004291518,0.02810494,0.01007387,0.004051274,0.00752873,0.005195903,0.006024204,0.004910807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01614773,"about_ca_system_score_gemma":0.04508651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00743934,"about_ca_topic_score_gemma":0.01810952,"domain_scores_codex":[0.976386,0.008455001,0.008387105,0.002128844,0.003317689,0.001325376],"domain_scores_gemma":[0.9777924,0.006625228,0.005779578,0.001545128,0.007187079,0.001070572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006745521,0.0002519382,0.0004680098,0.9560371,0.005768608,0.0003013382,0.0007599849,0.0006121545,0.0009962759,0.00160867,0.009325185,0.01712526],"study_design_scores_gemma":[0.04865681,0.003192298,0.00596048,0.7411108,0.05482871,0.0006081023,0.0015,0.001561248,0.002383059,0.00592494,0.1337272,0.0005463474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005232442,0.005992989,0.0009502178,0.000370938,0.0003600154,0.9882315,0.002924099,0.0001010708,0.0005458417],"genre_scores_gemma":[0.0008101914,0.003149428,0.002877752,0.0002909637,0.00003566738,0.9917931,0.0006341914,0.00001325247,0.0003953967],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04871567,"threshold_uncertainty_score":0.2240391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2114469733851033,"score_gpt":0.5913763165765767,"score_spread":0.3799293431914734,"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."}}