{"id":"W4412588785","doi":"10.1183/16000617.0268-2024","title":"A beginner's guide to using personalised three-dimensional airway stents","year":2025,"lang":"en","type":"review","venue":"European Respiratory Review","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Limiting; Airway; Silicone; Process (computing); Intensive care medicine; Surgery; Computer science; Mechanical engineering","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":[0.00115546,0.0009648146,0.001095419,0.004312668,0.0003967845,0.001605693,0.00127824,0.003046732,0.03674809],"category_scores_gemma":[0.004260122,0.0004670537,0.001134437,0.001813453,0.0007908865,0.003028445,0.00151779,0.003283749,0.02699349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004172318,"about_ca_system_score_gemma":0.001486233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103822,"about_ca_topic_score_gemma":0.003137197,"domain_scores_codex":[0.9994255,0.0001481959,0.000133354,0.00007056975,0.0001936749,0.00002872446],"domain_scores_gemma":[0.9981667,0.001074939,0.0001753199,0.00006278748,0.0003953667,0.0001249243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005670884,0.00007674001,0.0001614647,0.01202805,0.00004567325,0.0007987591,0.0002713704,0.0001451238,0.001177261,0.005493659,0.4726218,0.5071234],"study_design_scores_gemma":[0.00001284946,0.00003133967,0.0002098311,0.004652957,0.00001179919,0.002067298,0.0000578953,0.00002951529,0.00008260212,0.001879814,0.9909507,0.00001334666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003354471,0.9300088,0.008429745,0.02073865,0.008340023,0.0004236522,0.000985291,0.0006702106,0.03006822],"genre_scores_gemma":[0.001794575,0.9163917,0.01726322,0.02305813,0.004968494,0.0004890193,0.0008337071,0.0001365693,0.03506457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03674809,"threshold_uncertainty_score":0.1229346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005068025433126,"score_gpt":0.3906689200586194,"score_spread":0.2901621175153068,"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."}}