{"id":"W1978838558","doi":"10.1002/ppul.21617","title":"International survey of physician recommendation for tracheostomy for spinal muscular atrophy Type I","year":2011,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; SMA*; Pulmonologists; Specialty; Family medicine; Mechanical ventilation; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002826219,0.00008993913,0.0002151013,0.0001876321,0.00003125255,0.000002622064,0.0001270919,0.00008969974,0.00009362814],"category_scores_gemma":[0.0003159303,0.00008656087,0.0001178306,0.0001895393,0.00004194977,0.00003098965,0.00002997244,0.00008252008,0.000009579589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002104408,"about_ca_system_score_gemma":0.0001092763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019428,"about_ca_topic_score_gemma":0.000009852313,"domain_scores_codex":[0.9991846,0.00005230077,0.0002303621,0.0002280936,0.00009223105,0.0002123836],"domain_scores_gemma":[0.9991913,0.00007650541,0.000102951,0.000150413,0.0004240999,0.00005466397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01134693,0.002152612,0.4587588,0.0006827871,0.0005890505,0.00001073021,0.0002880017,0.000002711238,0.007214803,0.001129724,0.00545644,0.5123674],"study_design_scores_gemma":[0.004262033,0.004121229,0.9565737,0.000005476378,0.0003309754,0.0000171315,0.00006033014,0.0008836378,0.002484048,0.0009302769,0.03012123,0.0002099842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696463,0.0005091732,0.02512734,0.0006295679,0.0007104388,0.001341914,0.00008784282,0.00002752064,0.001919844],"genre_scores_gemma":[0.9938289,0.0004105557,0.004780583,0.0001382963,0.0002752375,0.00009049609,0.0003607012,0.00002329167,0.00009197269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5121574,"threshold_uncertainty_score":0.352985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157010837898149,"score_gpt":0.3625560112468065,"score_spread":0.2468549274569916,"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."}}