{"id":"W3155597782","doi":"","title":"Predicting Negative Outcomes While Awaiting Dental Treatment Under General Anesthesia.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rehabilitation; Population; Analysis of variance; Diagnosis code; Physical therapy; Dentistry; Internal medicine","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":[0.0004248595,0.0001808266,0.0001311722,0.0006036889,0.0005042057,0.0005281105,0.0003133992,0.0004046141,0.003665836],"category_scores_gemma":[0.004190004,0.0001061144,0.0003108232,0.0005892675,0.0002418548,0.0002226746,0.0003797614,0.000878165,0.0002347984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008000455,"about_ca_system_score_gemma":0.002448208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07117866,"about_ca_topic_score_gemma":0.1473675,"domain_scores_codex":[0.9996794,0.00004775773,0.00003682991,0.00003306589,0.00009008709,0.0001127745],"domain_scores_gemma":[0.9964725,0.0005697801,0.001682885,0.00004967125,0.0003948999,0.0008302191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006038986,0.00002687738,0.9975995,0.00001162252,0.0000141195,0.00004482959,0.00003142003,0.00002147893,0.00004140255,0.00003239219,0.0004948907,0.001621103],"study_design_scores_gemma":[0.000009410851,0.00006467573,0.9981776,0.00003957528,0.00004531684,0.0002674239,0.0004171178,0.0002885307,0.0000460092,0.00009213575,0.0005465543,0.000005662307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950488,0.0008699673,0.00007179435,0.0006298886,0.00004427519,0.00001369246,0.0008488855,0.00000517762,0.002467568],"genre_scores_gemma":[0.9987984,0.0002610845,0.0001130807,0.00006315137,0.00002330654,0.000004873483,0.0004838482,0.000001857678,0.000250443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07117866,"threshold_uncertainty_score":0.1415287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295935957845807,"score_gpt":0.2568618914424916,"score_spread":0.2239025318640335,"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."}}