{"id":"W4409002732","doi":"10.1097/scs.0000000000011325","title":"Systematic Review of Safety and Efficacy of Positional Therapy as First-line Management for Robin Sequence","year":2025,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Systematic review; Airway obstruction; Cochrane Library; Inclusion and exclusion criteria; Pediatrics; Psychological intervention; Meta-analysis; Intensive care medicine; Surgery; Internal medicine; Airway; Alternative medicine; Psychiatry; Pathology","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":[0.007587489,0.001313402,0.01085165,0.005224808,0.0005968349,0.002242818,0.001875832,0.002179792,0.005616025],"category_scores_gemma":[0.04203241,0.0008266506,0.01008755,0.005139006,0.0007536695,0.001690024,0.00105277,0.001347272,0.0003240989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003798394,"about_ca_system_score_gemma":0.007253198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009068812,"about_ca_topic_score_gemma":0.02145419,"domain_scores_codex":[0.9918776,0.003266342,0.003079456,0.0004541654,0.001154522,0.0001679119],"domain_scores_gemma":[0.9736408,0.01923812,0.004799411,0.0003252009,0.001745656,0.0002508126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007728892,0.00002011472,0.0003342379,0.9665545,0.01548189,0.0000612235,0.00008888009,0.00006920364,0.00009603917,0.00007260231,0.0006145366,0.01583384],"study_design_scores_gemma":[0.001383063,0.0008718406,0.004447205,0.800966,0.181467,0.0002904922,0.0002142439,0.0001339761,0.0002437612,0.0002033584,0.009734803,0.00004434157],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001997981,0.996492,0.0001092246,0.0001454804,0.00009955751,0.0004456812,0.0004216369,0.0000099568,0.0002784931],"genre_scores_gemma":[0.03995623,0.9565559,0.0008407338,0.0006883905,0.0001373366,0.001208673,0.0004043946,0.00001178344,0.0001964772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01085165,"threshold_uncertainty_score":0.04012698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187487803295527,"score_gpt":0.2894907422045496,"score_spread":0.2776158641715943,"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."}}