{"id":"W2896772312","doi":"10.1016/j.anorl.2018.09.002","title":"Shared decision making during surgical consultations: An observational study in pediatric otolaryngology","year":2018,"lang":"en","type":"article","venue":"European Annals of Otorhinolaryngology Head and Neck Diseases","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Otorhinolaryngology; Tonsillectomy; Observational study; Family medicine; Demographics; Health care; Physical therapy; Pediatrics; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005587287,0.0002518183,0.0004991867,0.0004886448,0.0008747489,0.00001536879,0.0005119764,0.0001391948,0.0001994405],"category_scores_gemma":[0.00163955,0.0002488488,0.00006431452,0.0005102993,0.0002687036,0.0004856964,0.0004976713,0.000527023,0.0001007298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003758158,"about_ca_system_score_gemma":0.0002855521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139,"about_ca_topic_score_gemma":0.0003948953,"domain_scores_codex":[0.9930457,0.004165214,0.001339443,0.0006106836,0.0002811454,0.0005578215],"domain_scores_gemma":[0.9960065,0.001712066,0.0005186253,0.0007543428,0.0007156807,0.0002927655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001026899,0.0007652486,0.9916889,0.0002028631,0.00001822513,0.00008786851,0.005179438,0.000003559494,0.00001894991,0.000436385,0.000303875,0.0002677827],"study_design_scores_gemma":[0.002767046,0.0008223669,0.9936156,0.0002813389,0.00002344502,0.00001011299,0.001446731,0.0001059172,0.000001772017,0.0003850549,0.0003333394,0.0002072636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930899,0.003544226,0.000003151892,0.0004493335,0.0003527916,0.001372435,0.0001504903,0.0001199244,0.0009177066],"genre_scores_gemma":[0.9975603,0.0003325514,0.0004329023,0.0008728904,0.0004986837,0.0001223658,0.0001063009,0.0000450748,0.0000288809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004470409,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3456704653999994,"score_gpt":0.4746567482868643,"score_spread":0.1289862828868649,"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."}}