{"id":"W2623302193","doi":"10.1097/dss.0000000000001152","title":"Determinants and Timeline of Perioperative Anxiety in Mohs Surgery","year":2017,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health; University of British Columbia","funders":"","keywords":"Anxiety; Cosmesis; Medicine; Perioperative; Mohs surgery; Visual analogue scale; Cancer; Surgery; Psychiatry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003967688,0.0001733313,0.001000301,0.0001619795,0.0001402757,0.0000144764,0.00007375765,0.0001047278,0.00004299011],"category_scores_gemma":[0.001022362,0.0001370878,0.0001212087,0.0000736408,0.0003832215,0.0001372304,0.0001272022,0.0001234914,0.000008633952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002819953,"about_ca_system_score_gemma":0.000120963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001105125,"about_ca_topic_score_gemma":0.00006505042,"domain_scores_codex":[0.9987658,0.00006503877,0.0004721069,0.0002722454,0.0001524226,0.0002723799],"domain_scores_gemma":[0.9984281,0.0007121405,0.000269539,0.0004435426,0.00007673468,0.00006994154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001136501,0.00005712377,0.9891514,0.0001518613,0.00002784978,0.0004187719,0.0001915313,1.543569e-7,0.0001021106,0.000009120718,0.001360049,0.008416394],"study_design_scores_gemma":[0.0003205194,0.00001315174,0.990047,0.0002508464,0.00002110067,0.0004216307,0.0001442637,0.00007050297,0.007093133,0.00001684051,0.001464273,0.0001366781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948765,0.001744179,0.000002945854,0.0009915725,0.0002513794,0.0001648135,0.00000924135,0.00001739829,0.001941977],"genre_scores_gemma":[0.9975411,0.001839668,0.000135492,0.000281425,0.00004242707,0.00003144065,0.000004793043,0.00001321038,0.0001104017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008279716,"threshold_uncertainty_score":0.5590278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04322519206491942,"score_gpt":0.3140881915072031,"score_spread":0.2708629994422836,"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."}}