{"id":"W4210976025","doi":"10.1055/s-0041-1742199","title":"Cartilage Chips in Rhinoplasty","year":2022,"lang":"en","type":"article","venue":"Facial Plastic Surgery","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Rhinoplasty; Cartilage; Surgery; Anatomy; Nose","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004809125,0.0001547382,0.0004944278,0.0003072478,0.0002385918,0.000008716394,0.0000459309,0.00003816459,0.001096537],"category_scores_gemma":[0.001402341,0.0001499192,0.0001724387,0.0005281679,0.00005482195,0.00005443397,0.0001161637,0.0003433304,0.00008646492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048413,"about_ca_system_score_gemma":0.0001553734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000494255,"about_ca_topic_score_gemma":0.00004759675,"domain_scores_codex":[0.9984939,0.00009116447,0.0003704148,0.0002656882,0.0003863658,0.0003924364],"domain_scores_gemma":[0.9973844,0.002282777,0.00006575237,0.0001372564,0.00002105607,0.0001088069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006236231,0.0002602042,0.9786488,0.00004054435,0.00002612495,0.0008005471,0.0002442235,0.000142473,0.001744699,0.00005435163,0.01435945,0.003054953],"study_design_scores_gemma":[0.0007157585,0.0001392361,0.8430755,0.00006351851,0.00004423109,0.00009512339,0.0007202969,0.00008969966,0.001226934,0.00006290903,0.1534147,0.0003520768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946773,0.000219788,0.00001294098,0.0002016396,0.002989374,0.0001245878,0.00005165004,0.00008229902,0.001640427],"genre_scores_gemma":[0.998638,0.00001940808,0.000009378175,0.0002690235,0.0002215448,0.00007389476,0.00004403676,0.00001783755,0.0007069106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1390553,"threshold_uncertainty_score":0.9998166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695997967275117,"score_gpt":0.2421815055098227,"score_spread":0.2152215258370715,"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."}}