{"id":"W3010996662","doi":"10.1177/0194599820907904","title":"Patient Perception and Duration of Pain after Microdirect Laryngoscopy","year":2020,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Visual analogue scale; McGill Pain Questionnaire; Anesthesia; Pain assessment; Chronic pain; Laryngoscopy; Body mass index; Physical therapy; Pain management; Intubation; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000114706,0.00006953834,0.0001634947,0.00005861221,0.00001677675,0.000003763688,0.00002011887,0.00006759195,0.001031163],"category_scores_gemma":[0.00008742009,0.00006297069,0.0000324857,0.00007631214,0.00005151927,0.00006516559,0.00003064128,0.00006648101,0.00001416002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001075172,"about_ca_system_score_gemma":0.00000886699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001064912,"about_ca_topic_score_gemma":0.000002148969,"domain_scores_codex":[0.999442,0.00007603008,0.0001907893,0.0001477224,0.00006594522,0.00007753046],"domain_scores_gemma":[0.9997425,0.00001739586,0.00006388528,0.00008296286,0.00004622472,0.0000470228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001623188,0.000241994,0.3141203,0.0009222529,0.0001280335,0.00001761059,0.00593253,5.342168e-7,0.4192853,0.0008517707,0.06382999,0.1930465],"study_design_scores_gemma":[0.001421748,0.01459278,0.7572584,0.0001423552,0.0001773171,0.00001171146,0.0005463843,0.004205917,0.07403746,0.0002354793,0.1470405,0.0003299421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876832,0.0001620462,0.003666218,0.003756305,0.00001976591,0.0003494612,0.000002510342,0.00007577769,0.004284662],"genre_scores_gemma":[0.9955797,0.0002570066,0.002006495,0.001837128,0.00004152556,0.00003682924,0.00003313238,0.000009066801,0.0001991058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4431382,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008539601549241937,"score_gpt":0.2326497028333272,"score_spread":0.2241101012840853,"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."}}