{"id":"W2780454132","doi":"10.4193/rhin17.221","title":"Rhinology Future Debates, an EUFOREA Report","year":2017,"lang":"en","type":"article","venue":"Rhinology Journal","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Rhinology; Context (archaeology); Strengths and weaknesses; Medicine; Engineering ethics; Political science; Public relations; Engineering; Psychology; Otorhinolaryngology; Surgery; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02063255,0.0008904197,0.0007959225,0.001950497,0.007038806,0.02074487,0.002068646,0.01545844,0.02300416],"category_scores_gemma":[0.02824036,0.0006432247,0.001667643,0.001695404,0.00321206,0.009146011,0.01057866,0.01049783,0.006304221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008826234,"about_ca_system_score_gemma":0.01578544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009296278,"about_ca_topic_score_gemma":0.0068516,"domain_scores_codex":[0.9847336,0.003546576,0.0008579964,0.001426129,0.005831858,0.003603783],"domain_scores_gemma":[0.9873983,0.005465791,0.001133699,0.0007255342,0.002328353,0.00294828],"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":[0.0001918909,0.00008670502,0.000746964,0.000720693,0.0000340976,0.00129635,0.002224719,0.0003635083,0.0007511895,0.09796313,0.861472,0.03414873],"study_design_scores_gemma":[0.000009308636,0.000009705755,0.000604681,0.0003379965,0.000004394145,0.0001327804,0.0006312612,0.00003457984,0.0001455231,0.00221395,0.995862,0.00001377794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01432584,0.1446205,0.002409673,0.4701114,0.1162103,0.0002747928,0.003244456,0.0004036457,0.2483995],"genre_scores_gemma":[0.21353,0.04639911,0.007690674,0.3216309,0.04206129,0.0008177098,0.0070921,0.001281681,0.3594966],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02300416,"threshold_uncertainty_score":0.1091167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319762917901217,"score_gpt":0.3549489699376234,"score_spread":0.3229726781475017,"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."}}