{"id":"W4232498437","doi":"10.1097/moo.0000000000000604","title":"Editorial introductions","year":2019,"lang":"en","type":"article","venue":"Current Opinion in Otolaryngology & Head & Neck Surgery","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internship; Otorhinolaryngology; Head and neck; Head and neck surgery; Library science; Surgery; Medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005214614,0.0024641,0.001963368,0.005663202,0.00264384,0.007852237,0.002973462,0.005117449,0.2370906],"category_scores_gemma":[0.04380263,0.0007937004,0.002113129,0.001947443,0.001359733,0.004606199,0.002504209,0.006103309,0.1504263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00253693,"about_ca_system_score_gemma":0.004777632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009152378,"about_ca_topic_score_gemma":0.00186546,"domain_scores_codex":[0.9937747,0.0009178246,0.0007731851,0.0009070083,0.003055145,0.0005720954],"domain_scores_gemma":[0.9591986,0.006643233,0.002837447,0.001607323,0.02353692,0.006176376],"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":[0.00001689907,0.000007561608,0.00002189537,0.0001907063,0.000003629432,0.00005220486,0.00001485312,0.00001550538,0.00003956637,0.0002901184,0.9870107,0.01233634],"study_design_scores_gemma":[0.00001747524,0.00001642637,0.00009492514,0.0003929831,0.000007877293,0.0001575543,0.00004338171,0.0000315316,0.00006152569,0.0008232281,0.9983417,0.00001124385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008055948,0.00539906,0.0003611565,0.02643992,0.9510469,0.00008876879,0.0004262995,0.0003232347,0.01583406],"genre_scores_gemma":[0.001349397,0.009144772,0.000744515,0.02688564,0.8887973,0.0001499164,0.0009693325,0.0003664772,0.07159256],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2370906,"threshold_uncertainty_score":0.7931472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05062635353940518,"score_gpt":0.3379690629529776,"score_spread":0.2873427094135724,"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."}}