{"id":"W2035323000","doi":"10.1016/j.athoracsur.2008.12.032","title":"Novel Fixation Technique for the Surgical Repair of Lung Hernias","year":2009,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Surgery; Fixation (population genetics); Lung; Internal medicine","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":[0.0009141559,0.0005479089,0.0002476273,0.001549944,0.0005680253,0.0004531864,0.0008270839,0.0009222729,0.004721832],"category_scores_gemma":[0.001106575,0.0002393847,0.0005282303,0.0005938341,0.001174631,0.001262153,0.0004780951,0.0007404047,0.0005041756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002947154,"about_ca_system_score_gemma":0.0004620007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000352607,"about_ca_topic_score_gemma":0.0007536045,"domain_scores_codex":[0.9996344,0.0000774257,0.00005423826,0.0000827366,0.00009704387,0.00005420909],"domain_scores_gemma":[0.9995963,0.0001398762,0.00008816349,0.0000675855,0.00005096462,0.00005707929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006197074,0.001266161,0.03635524,0.001976366,0.0003836382,0.01658203,0.001152903,0.001108756,0.3424021,0.01056352,0.003799266,0.5782129],"study_design_scores_gemma":[0.002558384,0.0433295,0.2125972,0.001423206,0.001125247,0.5285029,0.001211928,0.004319215,0.1048658,0.007871729,0.09171875,0.000476115],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764745,0.05026776,0.04879992,0.00235923,0.002073088,0.0002107971,0.0002224352,0.0002115586,0.01938071],"genre_scores_gemma":[0.9283924,0.01561307,0.04576021,0.0006254435,0.001261332,0.0001307435,0.0001881936,0.00004416607,0.007984388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004721832,"threshold_uncertainty_score":0.01579607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244330537906186,"score_gpt":0.4109079022802574,"score_spread":0.2864748484896388,"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."}}