{"id":"W4239115551","doi":"10.2310/7070.2004.00008","title":"Poliquin Medtronic Xomed Resident Competition","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Competition (biology); Surgery; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001214768,0.0005111909,0.0003010328,0.0007556907,0.001685168,0.001887338,0.000771681,0.0008705167,0.3426989],"category_scores_gemma":[0.001344079,0.000211288,0.0004163524,0.0003090414,0.0003270092,0.000590725,0.001669858,0.001141643,0.0591627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007990916,"about_ca_system_score_gemma":0.002841907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579486,"about_ca_topic_score_gemma":0.006672581,"domain_scores_codex":[0.9990366,0.0001015266,0.00002729078,0.0001402873,0.0003986238,0.0002957251],"domain_scores_gemma":[0.9973096,0.0001276454,0.00005455281,0.00005197562,0.0004738407,0.001982339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00169785,0.001285769,0.005906609,0.0001505044,0.00002311514,0.001210028,0.0004444221,0.0006125575,0.004794857,0.008828588,0.7468851,0.2281606],"study_design_scores_gemma":[0.0004116371,0.002514475,0.02266334,0.00008627551,0.00001351031,0.002147824,0.0007620059,0.001766467,0.00147396,0.002005028,0.966112,0.00004353179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1097838,0.0007738614,0.003146587,0.01223026,0.008473169,0.0002842977,0.002048888,0.0007952905,0.8624638],"genre_scores_gemma":[0.1420158,0.0004073507,0.0009790356,0.001973146,0.001137672,0.00007216394,0.001055109,0.0002281616,0.8521315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6573011,"threshold_uncertainty_score":0.9375603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200509817985039,"score_gpt":0.1995010156959264,"score_spread":0.1874959175160761,"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."}}