{"id":"W303598976","doi":"10.1177/229255031302100401","title":"Ambulatory cleft lip surgery: A value analysis","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Ambulatory; Ambulatory care; Health care; Value (mathematics); Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000793724,0.0001501733,0.0004174118,0.0009034485,0.0001013071,0.00009087268,0.0001769788,0.0001558403,0.0007907364],"category_scores_gemma":[0.002050957,0.0001387015,0.0007079366,0.0004978518,0.0001141709,0.00001180137,0.00001669249,0.0001888685,0.00006402642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005706897,"about_ca_system_score_gemma":0.002563867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004382681,"about_ca_topic_score_gemma":0.004983731,"domain_scores_codex":[0.998442,0.0001551945,0.0004849844,0.0001847511,0.0002290925,0.0005039931],"domain_scores_gemma":[0.9971525,0.001011063,0.0002008245,0.0002483703,0.0003236838,0.001063548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001316428,0.00001267271,0.9285873,0.00001326219,0.0007701435,0.00009395227,0.00001826905,0.0004191958,0.00248325,0.000008431974,0.06623434,0.001346078],"study_design_scores_gemma":[0.00009800454,0.00003837256,0.9674549,0.0000419239,0.0002040608,0.00008786156,0.00006381799,0.0001966942,0.0005401218,0.00003484237,0.03100063,0.0002388463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978603,0.0004286285,0.0003003002,0.0001532529,0.0009605602,0.00004443405,0.00002034393,0.000002434607,0.0002297921],"genre_scores_gemma":[0.9988622,0.0001239423,0.00002575008,0.0001448776,0.0005613341,0.000002819537,0.00003659654,0.00002108001,0.0002213794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03886759,"threshold_uncertainty_score":0.8658009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743291262532453,"score_gpt":0.2338034492044117,"score_spread":0.2163705365790871,"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."}}