{"id":"W4313442415","doi":"10.36106/ijsr/8306770","title":"ISOLATED POSTERIOR TRACHEAL WALL DEFECT RECONSTRUCTION USING NOVEL TECHNIQUE","year":2022,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Adenoid cystic carcinoma; Medicine; Resection; Adenoid; Basal cell; Carcinoma; Surgical resection; Pathology; Radiology; Surgery","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":[0.003726386,0.00007575125,0.0001584398,0.001232097,0.0003886302,0.00015792,0.0004198485,0.00004295611,0.000921444],"category_scores_gemma":[0.0001849233,0.00006643486,0.0001973051,0.0006655411,0.0002621689,0.000245231,0.0001445027,0.0009692939,0.000007872656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005310386,"about_ca_system_score_gemma":0.0005461863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006794136,"about_ca_topic_score_gemma":0.000005796843,"domain_scores_codex":[0.9969317,0.0001469232,0.0004688967,0.0002110061,0.001985381,0.0002560456],"domain_scores_gemma":[0.9979003,0.00007786018,0.0001921033,0.0001288018,0.001558055,0.0001428777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.001233461,0.000587535,0.004305935,0.00001949673,0.0001463154,0.0001471265,0.0004181955,0.0002143047,0.9270223,0.00009544682,0.0004922168,0.06531762],"study_design_scores_gemma":[0.03257278,0.01689122,0.07413296,0.002489483,0.0005155756,0.3191159,0.02233309,0.1293775,0.181222,0.01280204,0.2065896,0.001957824],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991301,0.0001517934,0.002515238,0.003420828,0.001715401,0.0002602529,0.00002229391,0.00001270284,0.0006004722],"genre_scores_gemma":[0.9959568,0.000006377932,0.003054523,0.00005803904,0.0001705755,0.000009213563,0.00001100798,0.00001288043,0.0007205392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7458003,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109981637177606,"score_gpt":0.4099262024878179,"score_spread":0.2999445653102119,"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."}}