{"id":"W4231948930","doi":"10.2310/7070.2003.14022","title":"Poliquin Medtronic Xomed Award Winners","year":2003,"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","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":[0.003098745,0.0007826381,0.000913892,0.001290306,0.0008605914,0.002590584,0.0008002685,0.00283048,0.1080607],"category_scores_gemma":[0.003996292,0.0002876848,0.0006949794,0.0004841245,0.0003891669,0.001129863,0.001839939,0.001891182,0.03571926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060188,"about_ca_system_score_gemma":0.002396227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004623256,"about_ca_topic_score_gemma":0.001936025,"domain_scores_codex":[0.9978492,0.0001624749,0.0001001093,0.0002054957,0.001163861,0.0005188484],"domain_scores_gemma":[0.9940014,0.0003166651,0.0001768617,0.0001880933,0.00201504,0.003301903],"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":[0.0006636587,0.0002589215,0.002153176,0.0001469635,0.00002987841,0.0009096235,0.0000430017,0.0002290631,0.001098802,0.0057117,0.8144663,0.1742889],"study_design_scores_gemma":[0.0003305604,0.0006790061,0.008278833,0.0001077098,0.00004820939,0.002127449,0.0001387688,0.0009827106,0.001262039,0.002879663,0.9831397,0.00002532539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04324166,0.01873477,0.007327406,0.187949,0.3318883,0.0008880023,0.002746229,0.001216753,0.4060077],"genre_scores_gemma":[0.06080718,0.005521899,0.001905412,0.01003759,0.0332524,0.0001372921,0.001165167,0.0002458623,0.8869272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1080607,"threshold_uncertainty_score":0.3614992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788794313019477,"score_gpt":0.2176504409853312,"score_spread":0.1897624978551364,"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."}}