{"id":"W4406572454","doi":"10.1016/s2211-0666(21)42843-4","title":"10.1016/s2211-0666(21)42843-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Risk analysis (engineering); Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001053929,0.002583968,0.001628012,0.002790632,0.002398063,0.003562914,0.00301864,0.004760967,0.9886989],"category_scores_gemma":[0.001511223,0.0008669792,0.001576118,0.002454034,0.001668839,0.004782557,0.003171302,0.002688577,0.9907826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024062,"about_ca_system_score_gemma":0.001148149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003275583,"about_ca_topic_score_gemma":0.003000245,"domain_scores_codex":[0.9992983,0.0000492562,0.00006190598,0.0002359545,0.0002077253,0.0001467663],"domain_scores_gemma":[0.9979839,0.0005082473,0.000132538,0.0002164261,0.0004542437,0.0007046295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003558362,0.0002565006,0.0009012626,0.0006724547,0.00004005116,0.0002722026,0.0001023363,0.0003946166,0.002227775,0.005632223,0.3131274,0.6760173],"study_design_scores_gemma":[0.00004612965,0.0001124514,0.0006954424,0.0002856512,0.0000127011,0.0004306825,0.00009370274,0.0001546218,0.000381412,0.0005667519,0.9971982,0.00002236896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004632552,0.0004941311,0.0007036446,0.0003362772,0.0003592351,0.00009492166,0.0005607847,0.000728309,0.9962593],"genre_scores_gemma":[0.0005711862,0.000246997,0.0004100793,0.0001888374,0.0000822485,0.00005019931,0.0003642142,0.0001334088,0.9979528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0113011,"threshold_uncertainty_score":0.01611966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107759115949728,"score_gpt":0.2164301311406746,"score_spread":0.2053525399811773,"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."}}