{"id":"W2899909884","doi":"10.1097/md.0000000000013116","title":"Staplers or clips?","year":2018,"lang":"en","type":"review","venue":"Medicine","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University","keywords":"Medicine; CLIPS; Surgery","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":[0.004818415,0.000890329,0.00453485,0.002664816,0.0002369525,0.002381109,0.001256784,0.001924529,0.01189148],"category_scores_gemma":[0.02099896,0.0004724778,0.006878782,0.003643596,0.0007447107,0.001866675,0.000644824,0.001840946,0.0008210599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166566,"about_ca_system_score_gemma":0.002184046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044315,"about_ca_topic_score_gemma":0.00284221,"domain_scores_codex":[0.9957753,0.001817907,0.001040436,0.0003771818,0.000876031,0.0001131554],"domain_scores_gemma":[0.9877207,0.008802491,0.002670942,0.0001369612,0.0005197912,0.0001491133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002908941,0.00008893382,0.002736237,0.7074645,0.03961011,0.0001672931,0.0001049253,0.0003866846,0.0002054662,0.002233122,0.0115907,0.2325031],"study_design_scores_gemma":[0.008181064,0.002491393,0.01313173,0.6058353,0.2172622,0.002157056,0.0005110861,0.0008531883,0.0006824661,0.009133978,0.1396187,0.0001418934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009797675,0.9959161,0.0002203925,0.001119304,0.0006398573,0.00007103202,0.0002039756,0.000006430131,0.000843231],"genre_scores_gemma":[0.02470682,0.9696044,0.001041507,0.002277842,0.00136308,0.0002256148,0.0002540483,0.00001046685,0.0005163125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01189148,"threshold_uncertainty_score":0.03978097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2031812285102967,"score_gpt":0.4596667007078373,"score_spread":0.2564854721975405,"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."}}