{"id":"W4239113343","doi":"10.2310/7070.2004.00009","title":"Poliquin Medtronic Xomed Award Winners","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; General surgery; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.003166956,0.0007880913,0.0009144075,0.001285262,0.0008896353,0.002713861,0.0008048371,0.002959204,0.1094106],"category_scores_gemma":[0.004048998,0.0002904542,0.0006996298,0.0004915103,0.0004010245,0.001123981,0.001904206,0.001943028,0.03600683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121111,"about_ca_system_score_gemma":0.002542101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004761331,"about_ca_topic_score_gemma":0.001990456,"domain_scores_codex":[0.9977049,0.0001704387,0.0001029045,0.000212044,0.001247779,0.0005619301],"domain_scores_gemma":[0.9938148,0.0003104139,0.000176599,0.0001875292,0.002013193,0.003497422],"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":[0.0006456353,0.0002732695,0.002127031,0.0001426815,0.00003042025,0.0008538666,0.00004237163,0.0002263322,0.001094723,0.005826514,0.8187702,0.1699671],"study_design_scores_gemma":[0.0003296529,0.0006642484,0.008116591,0.0001086416,0.000045998,0.002024298,0.0001364003,0.0009297747,0.001246352,0.002862496,0.9835104,0.00002536216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04273309,0.01877015,0.006653162,0.1911302,0.3246211,0.000878854,0.00274163,0.001135954,0.4113358],"genre_scores_gemma":[0.05893463,0.005565512,0.001804149,0.009993793,0.03335008,0.0001404095,0.001142051,0.0002421625,0.8888271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1094106,"threshold_uncertainty_score":0.366015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564022268490294,"score_gpt":0.2182704094336768,"score_spread":0.1926301867487739,"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."}}