{"id":"W2985224902","doi":"10.9734/jammr/2019/v30i1230270","title":"Update on Laparoscopic Surgery at the Georgetown Public Hospital Corporation","year":2019,"lang":"en","type":"article","venue":"Journal of Advances in Medicine and Medical Research","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Medicine; General surgery; Surgery; Laparoscopy","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":[0.001322956,0.0009519164,0.0005266852,0.005982655,0.0006561546,0.002173833,0.001055429,0.00183774,0.0691403],"category_scores_gemma":[0.006225111,0.0004651126,0.0005621532,0.004882564,0.0005736858,0.002646017,0.001380838,0.003243501,0.03393415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002116043,"about_ca_system_score_gemma":0.003812465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152121,"about_ca_topic_score_gemma":0.02941318,"domain_scores_codex":[0.9979214,0.000184492,0.0002293023,0.0001843081,0.001297358,0.0001830965],"domain_scores_gemma":[0.990311,0.001150795,0.0009918557,0.0003005714,0.005318122,0.001927562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001454249,0.00003955518,0.001524988,0.0003155411,0.000005959746,0.0001424564,0.00002364952,0.00004632445,0.00008765137,0.0005686846,0.8816134,0.1156173],"study_design_scores_gemma":[0.000006907752,0.000019406,0.006792785,0.0009230741,0.000004466824,0.0005166685,0.0000495404,0.00002402873,0.00004193471,0.0001067261,0.9915063,0.000008291611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008132511,0.2247506,0.002048183,0.1364312,0.09802074,0.0004092359,0.01380737,0.001843889,0.5145563],"genre_scores_gemma":[0.02201117,0.525906,0.006153238,0.05030669,0.09509592,0.0004165828,0.02039609,0.0006715481,0.2790428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0691403,"threshold_uncertainty_score":0.2312974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06531685899263863,"score_gpt":0.4217709317155532,"score_spread":0.3564540727229146,"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."}}