{"id":"W2155460150","doi":"10.1001/jamafacial.2013.840","title":"Polyethylene Implants in Nasal Septal Restoration","year":2013,"lang":"en","type":"article","venue":"JAMA Facial Plastic Surgery","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Nose; Surgery; Dentistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002992005,0.0001930561,0.0004881498,0.0003102417,0.00009071468,0.00004553569,0.00004050502,0.0001620906,0.0004225032],"category_scores_gemma":[0.002597749,0.0001682069,0.000182231,0.0003523555,0.00007380814,0.0003302952,0.00003837088,0.0002606177,0.0006267161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007672171,"about_ca_system_score_gemma":0.0001384297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004050012,"about_ca_topic_score_gemma":0.00009404628,"domain_scores_codex":[0.9984625,0.00006380968,0.0004541592,0.0002688081,0.0003221329,0.0004286168],"domain_scores_gemma":[0.997169,0.002355105,0.00008960974,0.0001392766,0.00008793944,0.0001590943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005381469,0.0002217641,0.886157,0.00007195065,0.00008054612,0.0002805513,0.0002009387,0.0000103634,0.01379585,0.00003261679,0.04361162,0.05499861],"study_design_scores_gemma":[0.0005693572,0.00006220556,0.991817,0.0001659596,0.00002224862,0.00003883006,0.0001966281,0.00008517173,0.001578131,0.00007424562,0.005182307,0.000207901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995514,0.0002107416,0.00003240995,0.0006851003,0.002092374,0.0002073994,0.00002032425,0.00008564915,0.001152021],"genre_scores_gemma":[0.9984781,0.0000573495,0.00003897466,0.0002987618,0.0006119025,0.00005047183,0.00006024215,0.0000190452,0.0003851338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.10566,"threshold_uncertainty_score":0.8055377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362892294897882,"score_gpt":0.2531380609123176,"score_spread":0.2295091379633388,"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."}}