{"id":"W3152250522","doi":"10.1097/prs.0000000000002885","title":"Correction of Pectus Excavatum by Custom-Made Silicone Implants: Contribution of Computer-Aided Design Reconstruction. A 20-Year Experience and 401 Cases","year":2016,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Pectus excavatum; Medicine; Funnel Chest; Pulmonary function testing; Surgery; Lung function; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002557025,0.0005888396,0.001875306,0.000603507,0.0001217789,0.00002456714,0.00008445688,0.0006612262,0.0002539306],"category_scores_gemma":[0.001638654,0.0004725967,0.0003366889,0.0002622964,0.0009552289,0.0002336447,0.00005553708,0.0006288125,0.00001255249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003949337,"about_ca_system_score_gemma":0.0004189404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001939882,"about_ca_topic_score_gemma":0.000006899473,"domain_scores_codex":[0.996752,0.0002563662,0.001154946,0.0007993823,0.0004501202,0.0005871993],"domain_scores_gemma":[0.9878601,0.00982233,0.001205509,0.0003758642,0.000560763,0.0001754151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002223512,0.0004433773,0.2539236,0.0008883855,0.002336548,0.0009272777,0.0003133129,0.000006346218,0.007814473,0.00001405457,0.5769265,0.1541826],"study_design_scores_gemma":[0.02598896,0.009161662,0.1797636,0.04501499,0.008280264,0.1622069,0.002400611,0.00264422,0.506748,0.0009746146,0.04953209,0.007284157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823997,0.0009860201,0.0041808,0.002394197,0.006826196,0.001078198,0.00189143,0.0001004691,0.0001429824],"genre_scores_gemma":[0.9924635,0.001466527,0.0009087178,0.002274111,0.00164741,0.0002498896,0.0007003302,0.00009162674,0.0001978772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5273944,"threshold_uncertainty_score":0.9997725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859906200169681,"score_gpt":0.2382275315946995,"score_spread":0.2196284695930027,"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."}}