{"id":"W3211029005","doi":"10.1097/gox.0000000000003890","title":"The Impact of COVID-19 on Patient Interest in Facial Plastic Surgery","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Popularity; Social media; Coronavirus disease 2019 (COVID-19); Likert scale; Perception; Psychology; Pandemic; Medicine; Medical education; Disease; Social psychology; Computer science","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":[0.00149194,0.00009847073,0.0001373059,0.00045833,0.0006725986,0.0009687339,0.0003038612,0.000467889,0.004527269],"category_scores_gemma":[0.01003328,0.00008528239,0.0003947131,0.0003659794,0.0003739218,0.0004163958,0.0008988433,0.0009229638,0.0003740359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179783,"about_ca_system_score_gemma":0.0009211831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004089297,"about_ca_topic_score_gemma":0.006980908,"domain_scores_codex":[0.9987759,0.0004912716,0.0001089925,0.0000719969,0.0002756228,0.0002762844],"domain_scores_gemma":[0.9911764,0.002569096,0.003792513,0.0001102635,0.0006837811,0.001667962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002094638,0.0002326434,0.9749767,0.00008103185,0.00003759421,0.0002426002,0.001891515,0.00007159715,0.00038561,0.00006290444,0.0009731443,0.02083522],"study_design_scores_gemma":[0.000005976708,0.0001862689,0.9927411,0.00004057643,0.00001366145,0.0003921347,0.00504654,0.0001634164,0.00009944057,0.00003333241,0.001267502,0.00001004832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960389,0.0002508315,0.00005309699,0.000846739,0.00002025533,0.00001748589,0.0001269301,0.000003816976,0.002641937],"genre_scores_gemma":[0.9994065,0.0001271529,0.00008312738,0.0001470748,0.0000150702,0.00001065736,0.00005096237,0.000001440481,0.0001581834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004527269,"threshold_uncertainty_score":0.01514524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05222472975514355,"score_gpt":0.3265870254848915,"score_spread":0.274362295729748,"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."}}